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Journal of Advanced Computational Intelligence and Intelligent Informatics
| ISSN : | 1343-0130(Print) / 1883-8014(Online) |
|---|---|
| DOI : | 10.20965/jaciii.issn.1883-8014 |
| Honorary Editor : | Lotfi A. Zadeh (University of California) |
| Editors-in-Chief : | Kaoru Hirota (Beijing Institute of Technology), Toshio Fukuda (Nagoya University) |
Indexed in ESCI, Scopus, Compendex (Ei)
![[Scopus]](https://www.fujipress.jp/main/wp-content/themes/Fujipress/images/Scopus_2.jpg)
- In Cooperation with :
- International Fuzzy Systems Association (IFSA), Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT), Brazilian Society of Automatics (SBA), The Society of Instrument and Control Engineers (SICE), John von Neumann Computer Society (NJSZT), Vietnamese Fuzzy Systems Society (VFSS), Fuzzy Systems and Intelligent Technologies Research Society of Thailand (FIRST), Korean Institute of Intelligent Systems (KIIS), Taiwanese Association for Artificial Intelligence (TAAI)
TOPICS
2022-11-19T15:31:58+0000
Vol.26 (2022)
No.6
(Nov)
JACIII Awards 2022 NEW
JACIII Awards 2022
| Award: | pp. 869-872 | |
| Congratulations! JACIII Best Paper and Young Researcher Awards 2022 |
| |
| Editorial Office | ||
We are pleased to announce that the JACIII Awards of 2022 have been decided by the JACIII editorial boards. This year, the award winning papers were severely and fairly selected among 321 papers published in JACIII Vols.23 (2019) to 25 (2021) and there was no entries that deserved the Best Review Paper award. The award ceremony was held online in order to prevent spreading of COVID-19.
JACIII BEST PAPER AWARD 2022 Katsuhiro Honda, Issei Hayashi, Seiki Ubukata, and Akira Notsu Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms JACIII Vol.25 No.4, pp. 478-488, 2021.
JACIII YOUNG RESEARCHER AWARD 2022 Bijun Tang Path Planning Based on Improved Hybrid A* Algorithm By Bijun Tang, Kaoru Hirota, Xiangdong Wu, Yaping Dai, and Zhiyang Jia JACIII Vol.25 No.1, pp. 64-72, 2021.
JACIII YOUNG RESEARCHER AWARD 2022 Takato Sasagawa Recommendation System Based on Generative Adversarial Network with Graph Convolutional Layers By Takato Sasagawa, Shin Kawai, and Hajime Nobuhara | ||
| Award: | p. 873 | |
| JACIII Distinguished Editor and Outstanding Reviewer Awards 2022 |
| |
| Editorial Office | ||
The JACIII Distinguished Editor and Outstanding Reviewer Awards were established for the purpose to honor editors who have made a significant contribution to the growth of the JACIII in 2018 and to acknowledge reviewers who have made a significant contribution to reviewing in 2021. We express our deepest gratitude for their professional work, which we believe conductive to development of not only the JACIII but also scientific research.
JACIII DISTINGUISHED EDITOR AWARD 2022
JACIII OUTSTANDING REVIEWER AWARD 2022 | ||
Regular Papers
| Paper: | pp. 875-883 | ||
| Contrast Enhancement Method Based on Multi-Scale Retinex and Adaptive Gamma Correction |
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| Shaoying Ma, Chuanying Yang, and Shi Bao |
| Paper: | pp. 884-892 | ||
| Generalization of Tsallis Entropy-Based Fuzzy c-Means Clustering and its Behavior at the Infinity Point |
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| Yuchi Kanzawa and Sadaaki Miyamoto |
| Paper: | pp. 893-904 | ||
| A Curiosity-Based Autonomous Navigation Algorithm for Maze Robot |
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| Xiaoping Zhang, Yihao Liu, Li Wang, Dunli Hu, and Lei Liu |
| Paper: | pp. 905-913 | ||
| Mamdani Fuzzy-Based Assessment of Telework Capability of Philippine Government Employees |
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| Ryan Rhay P. Vicerra, Argel A. Bandala, Pocholo James M. Loresco, Rex Paolo C. Gamara, Andres Philip Mayol, Ronnie S. Concepcion II, Jason E. Española, Jayne Lois G. San Juan, Elmer P. Dadios, and Alvin Culaba |
| Paper: | pp. 914-921 | ||
| fMaize: A Seamless Image Filtering and Deep Transfer EfficientNet-b0 Model for Sub-Classifying Fungi Species Infecting Zea mays Leaves |
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| Jonnel D. Alejandrino, Ronnie S. Concepcion II, Edwin Sybingco, Maria Gemel B. Palconit, Mary Grace Ann C. Bautista, Argel A. Bandala, and Elmer P. Dadios |
| Paper: | pp. 922-929 | ||
| Local Mixer with Prior Position for Cars’ Type Recognition |
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| Bin Cao, Hongbin Ma, and Ying Jin |
| Paper: | pp. 930-936 | ||
| Detection of Japanese Quails (Coturnix japonica) in Poultry Farms Using YOLOv5 and Detectron2 Faster R-CNN |
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| Ivan Roy S. Evangelista, Lenmar T. Catajay, Maria Gemel B. Palconit, Mary Grace Ann C. Bautista, Ronnie S. Concepcion II, Edwin Sybingco, Argel A. Bandala, and Elmer P. Dadios |
| Paper: | pp. 937-943 | ||
| Fuzzy Logic-Based Adaptive Aquaculture Water Monitoring System Based on Instantaneous Limnological Parameters |
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| Mary Grace Ann C. Bautista, Maria Gemel B. Palconit, Marife A. Rosales, Ronnie S. Concepcion II, Argel A. Bandala, Elmer P. Dadios, and Bernardo Duarte |
| Paper: | pp. 944-951 | ||
| 2-DOF Fractional Order PID Control Based on BP Neural Network for Atomic Force Microscope |
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| Shujun Chang, Chao Peng, Shiqiang Dai, and Jianyu Wang |
| Paper: | pp. 952-958 | ||
| Regression Model for Optimization and Prediction of Tensile Strength of a PLA Prototype Printed |
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| Lahcen Hamouti, Omar El Farissi, and Omar Outemssa |
| Paper: | pp. 965-973 | ||
| Two Degree of Freedom Dynamic Model Parameter Identification of Accelerometer Using Feature Point Coordinate Estimation and Amplitude Correction |
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| Qingxuan Wei and Xueting Li |
| Paper: | pp. 974-982 | ||
| Memetic Algorithm for Dynamic Joint Flexible Job Shop Scheduling with Machines and Transportation Robots |
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| Yingmei He, Bin Xin, Sai Lu, Qing Wang, and Yulong Ding |
| Paper: | pp. 983-994 | ||
| Strategic Transit Route Recommendation Considering Multi-Trip Feature Desirability Using Logit Model with Optimal Travel Time Analysis |
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| Marielet A. Guillermo, Maverick C. Rivera, Kervin Joshua C. Lucas, Ronnie S. Concepcion II, Argel A. Bandala, Robert Kerwin C. Billones, Edwin Sybingco, Alexis M. Fillone, and Elmer P. Dadios |
| Paper: | pp. 995-1003 | ||
| Multimodal Analogy-Based Image Retrieval by Improving Semantic Embeddings |
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| Kosuke Ota, Keiichiro Shirai, Hidetoshi Miyao, and Minoru Maruyama |
| Paper: | pp. 1004-1012 | ||
| Semantic Segmentation of Substation Site Cloud Based on Seg-PointNet |
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| Wei Gao and Lixia Zhang |
| Paper: | pp. 1013-1021 | ||
| Observation of Human Entrainment with Robot Assistance Towards Education |
|
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| Tzong-Xiang Huang, Eri Sato-Shimokawara, and Toru Yamaguchi |
| Paper: | pp. 1022-1030 | ||
| Regenerative Braking Optimization Using Particle Swarm Algorithm for Electric Vehicle |
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| Wong Siu Chai, Muhammad Izuan Fahmi bin Romli, Shamshul Bahar Yaakob, Liew Hui Fang, and Muhammad Zaid Aihsan |
| Paper: | pp. 1031-1039 | ||
| Option Pricing for Uncertain Stock Model Based on Optimistic Value |
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| Liubao Deng, Hongye Tan, Fang Wei, and Yilin Wang |
| Paper: | pp. 1040-1045 | ||
| Trend Forecast of Shanghai Crude Oil Futures |
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| Yutao Huang, Wenyu Yuan, Meiyu Wang, Wentao Gu, and Linghong Zhang |
| Paper: | pp. 1046-1052 | ||
| A Method of Empathy Robotics Based on Disgust |
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| Xingyu Tao, Hiroki Matsuo, and Tomomi Hashimoto |
| Paper: | pp. 1053-1060 | ||
| Application of Bispectrum Dimensionality Reduction Method in Ultrasonic Echo Signal Processing |
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| Jian Tang, Wenxiu Yu, Guoxin Zhao, Xiangdong Jiao, and Xuepeng Ding |
No.5
(Sep)
Regular papers
Regular Papers
| Paper: | pp. 671-683 | ||
| Attribute Selection Based Genetic Network Programming for Intrusion Detection System |
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| Yuzhao Xu, Yanjing Sun, Zhanguo Ma, Hongjie Zhao, Yanfen Wang, and Nannan Lu |
| Paper: | pp. 684-690 | ||
| Expected Value Model of an Uncertain Production Inventory Problem with Deteriorating Items |
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| Jiayu Shen, Yueqiang Jin, and Bing Liu |
| Paper: | pp. 691-697 | ||
| A High-Precision Power Line Recognition and Location Method Based on Structured-Light Binocular Vision |
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| Xu Jian, Jinbin Li, Xin Chen, Xing-Ao Wang, Jun Chen, and Chuanqi Wu |
| Paper: | pp. 698-705 | ||
| Computer-Based Blood Type Identification Using Image Processing and Machine Learning Algorithm |
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| Marife A. Rosales and Robert G. de Luna |
| Paper: | pp. 706-714 | ||
| Proposal of Decision-Making Method Under Multi-Task Based on Q-Value Weighted by Task Priority |
|
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| Tomomi Hanagata and Kentarou Kurashige |
| Paper: | pp. 715-721 | ||
| Design and Implementation of Environmental Monitoring System Based on Multi-Protocol Fusion Internet of Things |
|
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| Xiaoyan Zhao, Jianwei Li, Ruiguang Chen, Chunlei Li, Yan Chen, Tianyao Zhang, and Zhaohui Zhang |
| Paper: | pp. 722-730 | ||
| Extreme Gradient Boosting for Surface Electromyography Classification on Time-Domain Features |
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| Juan Zhao, Jinhua She, Dianhong Wang, and Feng Wang |
| Paper: | pp. 731-739 | ||
| Coarse TRVO: A Robust Visual Odometry with Detector-Free Local Feature |
|
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| Yuhang Gao and Long Zhao |
| Paper: | pp. 740-746 | ||
| Dissociation and Recombination Processes in Lactose Monohydrate Detected by THz Time-Domain Spectroscopy |
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| Muhammad Adnan Alvi, Zhaohui Zhang, Xiaoyan Zhao, Yang Yu, Tianyao Zhang, and Jawad Aslam |
| Review: | pp. 747-757 | ||
| A Review on Fall Detection in Smart Home for Elderly and Disabled People |
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| Tsepo Constantinus Kolobe, Chungling Tu, and Pius Adewale Owolawi |
| Paper: | pp. 758-767 | ||
| Research on Edge Cloud Load Balancing Strategy Based on Chaotic Hierarchical Gene Replication |
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| Leilei Zhu, Zhichen Wu, Ke Zhao, Ruixiang Liu, Dan Liu, Wei Su, and Li Li |
| Paper: | pp. 768-775 | ||
| An Event-Triggered Networked Predictive Control Method Using an Allowable Time Delay |
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| Zhong-Hua Pang, Zhen-Yi Liu, Zhe Dong, and Tong Mu |
| Paper: | pp. 776-783 | ||
| Transfer Learning Method for Object Detection Model Using Genetic Algorithm |
|
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| Ryuji Ito, Hajime Nobuhara, and Shigeru Kato |
| Paper: | pp. 784-791 | ||
| Analysis of State Transition of COVID-19 Positive Cases in Tokyo, Japan and its Application to Agent Simulation |
|
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| Yasufumi Takama |
| Paper: | pp. 792-800 | ||
| Estimation and Dynamic Evolution of Provincial Factor-Output Elasticity in China |
|
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| Zhengzhi Xu, Xiujie Li, Chaojie Zhang, Jiani Zhu, Shangfeng Zhang, and Ke Lu |
| Paper: | pp. 801-807 | ||
| Characteristic Behavior of Human Multi-Joint Spatial Trajectory in Slalom Skiing |
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| Peizhang Li, Qing Fei, Zhen Chen, Xiaolan Yao, and Yijia Zhang |
| Paper: | pp. 808-815 | ||
| Oreochromis niloticus Growth Performance Analysis Using Pixel Transformation and Pattern Recognition |
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| Marife A. Rosales, Argel A. Bandala, Ryan Rhay P. Vicerra, Edwin Sybingco, and Elmer P. Dadios |
| Paper: | pp. 816-823 | ||
| Multi-Gene Genetic Programming of IoT Water Quality Index Monitoring from Fuzzified Model for Oreochromis niloticus Recirculating Aquaculture System |
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| Maria Gemel B. Palconit, Mary Grace Ann C. Bautista, Ronnie S. Concepcion II, Jonnel D. Alejandrino, Ivan Roy S. Evangelista, Oliver John Y. Alajas, Ryan Rhay P. Vicerra, Argel A. Bandala, and Elmer P. Dadios |
| Review: | pp. 824-833 | ||
| A Review of Smart Battery Management Systems for LiFePO4: Key Issues and Estimation Techniques for Microgrids |
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| Jo-Ann V. Magsumbol, Marife A. Rosales, Maria Gemel B. Palconit, Ronnie S. Concepcion II, Argel A. Bandala, Ryan Rhay P. Vicerra, Edwin Sybingco, Alvin Culaba, and Elmer P. Dadios |
| Paper: | pp. 834-841 | ||
| BombNose: A Multiple Bomb-Related Gas Prediction Model Using Machine Learning with Electronic Nose Sensor Substitution Technique |
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| Ana Antoniette C. Illahi, Elmer P. Dadios, Ronnie S. Concepcion II, Argel A. Bandala, Ryan Rhay P. Vicerra, Edwin Sybingco, Laurence A. Gan Lim, and Kate Francisco |
| Paper: | pp. 842-850 | ||
| Object Detection and Segmentation Using Deeplabv3 Deep Neural Network for a Portable X-Ray Source Model |
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| Jayson P. Rogelio, Elmer P. Dadios, Ryan Ray P. Vicerra, and Argel A. Bandala |
| Paper: | pp. 851-858 | ||
| Low-Cost Underwater Camera: Design and Development |
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| Elmer P. Dadios, Vincent Jan Almero, Ronnie S. Concepcion II, Ryan Rhay P. Vicerra, Argel A. Bandala, and Edwin Sybingco |
No.4
(Jul)
Regular papers
Regular Papers
| Paper: | pp. 451-460 | ||
| Empirical Analyses of OLMAR Method for Financial Portfolio Selection in Stock Markets |
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| Kazunori Umino, Takamasa Kikuchi, Masaaki Kunigami, Takashi Yamada, and Takao Terano |
| Paper: | pp. 461-470 | ||
| China’s R&D Investment’s Impact on Environmental Pollution: An Integrated Approach Based on Panel Moderated Mediation and Regression Discontinuity |
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| Aihua Lin and Yukun Xu |
| Paper: | pp. 471-482 | ||
| Improved Tumor Image Estimation in X-Ray Fluoroscopic Images by Augmenting 4DCT Data for Radiotherapy |
|
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| Takumi Shinohara, Kei Ichiji, Jiaoyang Wang, Noriyasu Homma, Xiaoyong Zhang, Norihiro Sugita, and Makoto Yoshizawa |
| Paper: | pp. 483-494 | ||
| A Study of Support Vector Regression-Based Fuzzy c-Means Algorithm on Incomplete Data Clustering |
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| Maolin Shi and Zihao Wang |
| Paper: | pp. 495-503 | ||
| A Modified Disturbance-Rejection Approach in Networked Control Systems Based on Adaptive Model Predictive Control and Equivalent-Input-Disturbance |
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| Meiliu Li, Jinhua She, Zhen-Tao Liu, Wangyong He, Feng Wang, Juan Zhao, and Yasuhiro Ohyama |
| Paper: | pp. 504-512 | ||
| Multi-Faceted Decision Making Using Multiple Reinforcement Learning to Reducing Wasteful Actions |
|
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| Riku Narita and Kentarou Kurashige |
| Paper: | pp. 513-520 | ||
| Web-Questionnaire-Based Corpus Creation Under Assumption of Human as Speech Targets |
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| Kazuaki Shima, Jinhua She, Yasunari Obuchi, and Abdullah M. Iliyasu |
| Paper: | pp. 521-530 | ||
| The Influence of Robot’s Expressions on Self-Efficacy in Erroneous Situations |
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| Youdi Li, Haruka Sekino, Eri Sato-Shimokawara, and Toru Yamaguchi |
| Paper: | pp. 531-541 | ||
| Expectation Management and Financial Stability – Dynamic Stochastic General Equilibrium Based on News Shock |
|
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| Xiaoqin Zheng and Bing Xu |
| Paper: | pp. 542-548 | ||
| Interrelationships Among Consumer Attitudes Toward Vlog Promotion |
|
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| Lu Jiang and Yukio Kodono |
| Paper: | pp. 549-554 | ||
| The Motivation Behind Participation in Virtual CSR Co-Creation by Chinese Post-90s: A Case Study of Ant Forest |
|
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| Huihui Cheng and Yukio Kodono |
| Paper: | pp. 555-561 | ||
| Impact of Intelligent Development on the Total Factor Productivity of Firms – Based on the Evidence from Listed Chinese Manufacturing Firms |
|
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| Jian Huang and Jiangying Wei |
| Paper: | pp. 562-569 | ||
| Reinforcement Learning for POMDP Environments Using State Representation with Reservoir Computing |
|
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| Kodai Yamashita and Tomoki Hamagami |
| Paper: | pp. 570-580 | ||
| Reconnaissance and Confirmation Task Planning of Multiple Fixed-Wing UAVs with Specific Payloads: A Comparison Study |
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| Hao Zhang, Lihua Dou, Bin Xin, Ruowei Zhang, and Qing Wang |
| Paper: | pp. 581-589 | ||
| Asymmetric Effect of Monetary Policy on Housing Price from Short-Term and Long-Term Perspectives |
|
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| Kai Zhao, Yi-Bing Hao, and Wan-Shu Wu |
| Paper: | pp. 590-599 | ||
| Control Strategies for Gas Pressure Energy Recovery Systems |
|
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| Dong Wei, Ruochen Zhao, Yaxuan Xiong, and Mingxin Zuo |
| Paper: | pp. 600-608 | ||
| CNN-GRUA-FC Stock Price Forecast Model Based on Multi-Factor Analysis |
|
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| Shuying Yang, Haiming Guo, and Junguang Li |
| Paper: | pp. 609-618 | ||
| Effect of Financial Development on Export Trade in China |
|
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| Xinzhong Qiu, Xuechun Lu, and Kaili Wang |
| Paper: | pp. 619-630 | ||
| Cooperative Network Embedding, Knowledge Network Structure and Technological Catch-Up of Latecomers: A Technical Standards Alliance Perspective |
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| Xiaomeng Su, Jing Hu, and Yilin Wang |
| Paper: | pp. 631-638 | ||
| Influence of China’s Population Aging on Household Consumption – Based on the Data from China Family Panel Studies |
|
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| Lizhen Chen and Xindong Zhao |
| Paper: | pp. 639-654 | ||
| The Effects of Social Network and Institutional Embeddedness on Household Consumption: Evidence from China Household Finance Survey |
|
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| Chaoxun Ding and Ruidan Zhang |
| Paper: | pp. 655-664 | ||
| Digital Economy, Intelligent Manufacturing, and Labor Mismatch |
|
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| Yang Shen and Xiuwu Zhang |
No.3
(May)
Regular papers
Regular Papers
| Paper: | pp. 269-278 | ||
| Estimation of Forearm Motion Based on EMG Using Quaternion Neural Network |
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| Hafizzuddin Firdaus Bin Hashim and Takehiko Ogawa |
| Paper: | pp. 279-288 | ||
| A Predicting Model for Near-Horizontal Directional Drilling Path Based on BP Neural Network in Underground Coal Mine |
|
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| Hongchao Wei, Ningping Yao, Hongliang Tian, Yafeng Yao, Jinbao Zhang, and Hao Li |
| Paper: | pp. 289-298 | ||
| Nodal Degree Correlations Around Twitter’s Influencers Revealed by Two-Hop Followers |
|
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| Chisa Takano and Masaki Aida |
| Paper: | pp. 299-308 | ||
| Empirical Research of Hot Topic Recognition and its Evolution Path Method for Scientific and Technological Literature |
|
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| Lei Jiang, Tao Zhang, and Taihua Huang |
| Paper: | pp. 309-314 | ||
| Evaluation of Tympanic Temperature, Heart Rate Variability and Finger-Foot Reaction Using VR in the Elderly |
|
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| Yutaka Yoshida, Itaru Kaneko, Junichiro Hayano, Kiyoko Yokoyama, and Emi Yuda |
| Paper: | pp. 315-324 | ||
| Fast Search Strategy for Robots in Dynamic Home Environment |
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| Yuhao Wang, Hao Wu, Guohui Tian, Guoliang Liu, Fei Lu, and Yanyan Wang |
| Review: | pp. 325-341 | ||
| Privacy-Preserving Techniques in Social Distancing Applications: A Comprehensive Survey |
|
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| Arwa Alrawais, Fatemah Alharbi, Moteeb Almoteri, Beshayr Altamimi, Hessa Alnafisah, and Nourah Aljumeiah |
| Paper: | pp. 342-354 | ||
| A Hybrid Path Planning and Formation Control Strategy of Multi-Robots in a Dynamic Environment |
|
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| Meng Zhou, Zihao Wang, Jing Wang, and Zhe Dong |
| Paper: | pp. 355-366 | ||
| Design and Motion Analysis of a Mobile Robot Based on Linkage Suspension |
|
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| Ya Chen, Dianjun Wang, Haoxiang Zhong, Yadong Zhu, Jiaheng Yang, and Chaoxing Wang |
| Paper: | pp. 367-374 | ||
| Accurate Measurement Method of Drilling Depth Based on Multi-Sensor Data Fusion |
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| Yafeng Yao, Ningping Yao, Chunmiao Liang, Hongchao Wei, Haitao Song, and Li Wang |
| Paper: | pp. 375-381 | ||
| A Feasibility Study on Hand Gesture Intention Interpretation Based on Gesture Detection and Speech Recognition |
|
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| Dian Christy Silpani, Keishi Suematsu, and Kaori Yoshida |
| Paper: | pp. 382-392 | ||
| Market Forecasting by Variable Selection of Indicators and Emotion Scores from Text Data |
|
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| Eri Domoto, Koji Okuhara, and Antonio Oliveira Nzinga Rene |
| Paper: | pp. 393-406 | ||
| Learning-Based Stereoscopic View Synthesis with Cascaded Deep Neural Networks |
|
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| Wei Liu, Liyan Ma, and Mingyue Cui |
| Paper: | pp. 407-417 | ||
| A Memetic Algorithm for High-Speed Railway Train Timetable Rescheduling |
|
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| Shuxin Ding, Tao Zhang, Ziyuan Liu, Rongsheng Wang, Sai Lu, Bin Xin, and Zhiming Yuan |
| Paper: | pp. 418-430 | ||
| A New Hyperchaotic System Generated by an External Periodic Excitation and its Image Encryption Application |
|
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| Jianping Cai and Jianbin He |
| Paper: | pp. 431-440 | ||
| Dual-Level Template for Enhancing Resolution of Quantum Images |
|
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| Shan Zhao, Fei Yan, Abdullah M. Iliyasu, Ahmed S. Salama, and Kaoru Hirota |
No.2
(Mar)
Regular papers
Regular Papers
| Paper: | pp. 113-124 | ||
| LSTM Network Classification of Dexterous Individual Finger Movements |
|
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| Christopher Millar, Nazmul Siddique, and Emmett Kerr |
| Paper: | pp. 125-137 | ||
| Synthesis and Prototyping of a 6-dof Parallel Robot for the Automatic Performance of Assembly Tasks |
|
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| Jérôme Landuré, Clément Gosselin, Thierry Laliberté, and Muhammad E. Abdallah |
| Paper: | pp. 138-146 | ||
| Data Augmentation Using Generative Adversarial Networks for Multi-Class Segmentation of Lung Confocal IF Images |
|
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| Daiki Katsuma, Hiroharu Kawanaka, V. B. Surya Prasath, and Bruce J. Aronow |
| Paper: | pp. 147-159 | ||
| Research on Delivery Network Optimization Based on Crowdsourcing Theory |
|
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| Jiacheng Li, Masato Noto, and Yang Zhang |
| Paper: | pp. 160-168 | ||
| Natural Language Generation System for Knowledge Acquisition Based on Patent Database |
|
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| Antonio Oliveira Nzinga Rene, Koji Okuhara, and Takeshi Matsui |
| Paper: | pp. 169-177 | ||
| PGFLibPy: An Open-Source Parallel Python Toolbox for Genetic Folding Algorithm |
|
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| Mohammad A. Mezher |
| Paper: | pp. 178-187 | ||
| Enhancement of the Individual Selectness Using Local Spatial Weighting for Immune Cells |
|
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| Shoya Kusunose, Yuki Shinomiya, Takashi Ushiwaka, Nagamasa Maeda, and Yukinobu Hoshino |
| Paper: | pp. 188-195 | ||
| Automatic Neonatal Alertness State Classification Based on Facial Expression Recognition |
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| Kento Morita, Nobu C. Shirai, Harumi Shinkoda, Asami Matsumoto, Yukari Noguchi, Masako Shiramizu, and Tetsushi Wakabayashi |
| Paper: | pp. 196-205 | ||
| Evolutionary Computation System Solving Group Decision Making Multiobjective Problems for Human Groups |
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| Hironao Sakamoto, Kotaro Nakamoto, and Kei Ohnishi |
| Paper: | pp. 206-216 | ||
| High-Precision and Fast LiDAR Odometry and Mapping Algorithm |
|
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| Qingshan Wang, Jun Zhang, Yuansheng Liu, and Xinchen Zhang |
| Paper: | pp. 217-225 | ||
| Individual Differences in Cut-Out Areas of Oral Images in Oral Mucosal Disease Diagnosis Support System |
|
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| Nanto Ozaki, Taishi Ohtani, Manabu Habu, Kazuhiro Tominaga, and Keiichi Horio |
| Paper: | pp. 226-235 | ||
| Torque Control for Electric Drive System Used in Electric Vehicle in the Presence of Permanent Magnet Demagnetization Faults |
|
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| Gang Huang, Jiajun Li, Wei Huang, Yao Yang, and Kaihui Zhao |
| Paper: | pp. 236-246 | ||
| Embedding-Based Potential Sales Forecasting of Bread Product |
|
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| Kohei Takahashi and Yusuke Goto |
| Paper: | pp. 247-255 | ||
| Simultaneous Detection of Loop-Closures and Changed Objects |
|
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| Kanji Tanaka, Kousuke Yamaguchi, and Takuma Sugimoto |
| Paper: | pp. 256-263 | ||
| Prediction of Continuous Blood Pressure Using Multiple Gated Recurrent Unit Embedded in SENet |
|
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| Xiaolei Chen, Hao Chang, Baoning Cao, Yubing Lu, and Dongmei Lin |
No.1
(Jan)
Regular papers
Regular Papers
| Review: | pp. 3-7 | ||
| Review of Generative Adversarial Networks in Image Generation |
|
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| Wanle Chi, Yun Huoy Choo, and Ong Sing Goh |
| Paper: | pp. 8-16 | ||
| Generating Maude Specifications from M-UML Statechart Diagrams |
|
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| Mourad Kezai and Abdallah Khababa |
| Paper: | pp. 17-22 | ||
| Improvement of Fuzzy Graph Drawing Using Partition Tree |
|
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| Yasunori Shiono, Toshihiro Yoshizumi, and Kensei Tsuchida |
| Paper: | pp. 23-27 | ||
| A Culture-Based Artificial Bee Colony Algorithm for Optimization in Dynamic Environments |
|
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| Dongli Jia |
| Letter: | pp. 28-31 | ||
| Quantitative Evaluation of Vitreous Opacities Using Motion Video Through Slit-Lamp Examination |
|
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| Shota Furukawa, Wakana Matsui, Noriaki Suetake, Eiji Uchino, Chiemi Yamashiro, Ryu Takabatake, Makiko Takahashi, and Kazuhiro Kimura |
| Paper: | pp. 32-41 | ||
| A Self-Localization Method Using a Genetic Algorithm Considered Kidnapped Problem |
|
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| Kaori Watanabe, Yuehang Ma, Hitoshi Kono, and Hidekazu Suzuki |
| Paper: | pp. 42-50 | ||
| Automatic Carpal Site Detection Method for Evaluation of Rheumatoid Arthritis Using Deep Learning |
|
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| Kohei Nakatsu, Rashedur Rahman, Kento Morita, Daisuke Fujita, and Syoji Kobashi |
| Paper: | pp. 51-57 | ||
| Moving Object Grasping Method of Mechanical Arm Based on Deep Deterministic Policy Gradient and Hindsight Experience Replay |
|
||
| Jian Peng and Yi Yuan |
| Paper: | pp. 58-66 | ||
| PPG Signal Morphology-Based Method for Distinguishing Stress and Non-Stress Conditions |
|
||
| Solaiman Ahmed, Tanveer Ahmed Bhuiyan, and Manabu Nii |
| Paper: | pp. 67-73 | ||
| Quantitative Evaluation of Post-Lunch Dip Using Event-Related Potential |
|
||
| Kosuke Nagano, Fumiya Kinoshita, and Hideaki Touyama |
| Paper: | pp. 74-82 | ||
| A Development of Robotic Scrub Nurse System – Detection for Surgical Instruments Using Faster Region-Based Convolutional Neural Network – |
|
||
| Akito Nakano and Kouki Nagamune |
| Paper: | pp. 83-87 | ||
| Target Detection Based on Variable Frame Rate Sampling of Active Light Source |
|
||
| Shanshan Yuan and Xiangyang Xu |
| Paper: | pp. 88-96 | ||
| A Color Calibration Method Based on Color Component Projection for Suppression of False Color Caused by Iterative Distribution Transfer |
|
||
| Dongsheng Xu, Shi Bao, Go Tanaka, Chuanying Yang, and Fengyun Zuo |
| Paper: | pp. 97-106 | ||
| Calibration Cost Reduction of Indoor Localization Using Bluetooth Low Energy Beacon |
|
||
| Mansur As, Hiroshi Shimizu, Brahim Benaissa, Kaori Yoshida, and Mario Köppen |
Vol.25 (2021)
No.6
(Nov)
JACIII Awards 2021
JACIII Awards 2021
| Award: | pp. 925-928 | |
| Congratulations! JACIII Best Paper and Young Researcher Awards 2021 |
| |
| Editorial Office | ||
We are pleased to announce that the JACIII Awards of 2021 have been decided by the JACIII editorial boards. This year, the award winning papers were severely and fairly selected among 362 papers published in JACIII Vols. 22 (2018) to 24 (2020) and there was no entries that deserved the Best Review Paper award. The award ceremony was held online in order to prevent spreading of COVID-19.
JACIII BEST PAPER AWARD 2021Sotetsu Suzugamine, Takeru Aoki, Keiki Takadama, and Hiroyuki Sato Self-Structured Cortical Learning Algorithm by Dynamically Adjusting Columns and Cells JACIII Vol.24 No.2, pp. 185-198, 2020.
JACIII YOUNG RESEARCHER AWARD 2021Xiaobo Liu Emotion Recognition Based on Multi-Composition Deep Forest and Transferred Convolutional Neural Network By Xiaobo Liu, Xu Yin, Min Wang, Yaoming Cai, and Guang Qi JACIII Vol.23 No.5, pp. 883-890, 2019.
JACIII YOUNG RESEARCHER AWARD 2021Jinxin Chi Object-Oriented 3D Semantic Mapping Based on Instance Segmentation By Jinxin Chi, Hao Wu, and Guohui Tian | ||
| Award: | p. 929 | |
| JACIII Distinguished Editor & Outstanding Reviewer Awards 2021 |
| |
| Editorial Office | ||
The JACIII Distinguished Editor and Outstanding Reviewer Awards were established for the purpose to honor and editors who have made a significant contribution to the growth of the JACIII in 2018 and to acknowledge reviewers who have made a significant contribution to reviewing in 2019. We express our deepest gratitude for their professional work, which we believe conductive to development of not only the JACIII but also scientific research. There was no nominee that deserve the outstanding reviewer award this year.
JACIII DISTINGUISHED EDITOR AWARD 2020Tomomi Hashimoto (Saitama Institute of Technology, Japan), Zhen-Tao Liu (China University of Geosciences, China), Bin Xin (Beijing Institute of Technology, China), Jianqiang Yi (Institute of Automation, Chinese Academy of Sciences, China), Junzo Watada (Waseda University, Japan), Yaping Dai (Beijing Institute of Technology, China), Zhiyang Jia (Beijing Institute of Technology, China), Wentao Gu (Zhejiang Gongshang University, China) | ||
Regular Papers
| Paper: | pp. 931-943 | ||
| Effectiveness of the COVID-19 Contact-Confirming Application (COCOA) Based on Multi-Agent Simulation |
|
||
| Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, and Hirotaka Takahashi |
| Paper: | pp. 944-952 | ||
| Frailty Care Robot for Elderly and its Application for Physical and Psychological Support |
|
||
| Yoichi Yamazaki, Masayuki Ishii, Takahiro Ito, and Takuya Hashimoto |
| Paper: | pp. 953-962 | ||
| A Facial Expressions Recognition Method Using Residual Network Architecture for Online Learning Evaluation |
|
||
| Duong Thang Long |
| Paper: | pp. 963-973 | ||
| Soft Sensor Model for Estimating the POI Displacement Based on a Dynamic Neural Network |
|
||
| Yujie Li, Ming Zhang, Yu Zhu, Xin Li, and Leijie Wang |
| Paper: | pp. 974-981 | ||
| Consensus Sliding-Mode Fault-Tolerant Control for Second-Order Multi-Agent Systems |
|
||
| Xukai Hu, Pu Yang, Ben Ma, Zhiqing Zhang, and Zixin Wang |
| Paper: | pp. 982-988 | ||
| The Estimation of Image Jacobian Matrix with Time-Delay Compensation |
|
||
| Xinmei Wang, Zhenzhu Liu, Feng Liu, and Leimin Wang |
| Paper: | pp. 989-999 | ||
| Fuzzy Clustering in Assortative and Disassortative Networks |
|
||
| Ryoichi Kojima, Roberto Legaspi, and Toshiaki Murofushi |
| Paper: | pp. 1000-1010 | ||
| Stable Strategy Formation for Mobile Users in Crowdsensing Using Co-Evolutionary Model |
|
||
| Liangguang Wu, Yonghua Xiong, Kang-Zhi Liu, and Jinhua She |
| Paper: | pp. 1011-1023 | ||
| Multilayer Batch Learning Growing Neural Gas for Learning Multiscale Topologies |
|
||
| Yuichiro Toda, Takayuki Matsuno, and Mamoru Minami |
| Paper: | pp. 1024-1030 | ||
| Fuzzy Random Bimatrix Games Based on Possibility and Necessity Measures |
|
||
| Hitoshi Yano |
| Paper: | pp. 1031-1038 | ||
| Stability Analysis of Drilling Inclination System with Time-Varying Delay via Free-Matrix-Based Lyapunov–Krasovskii Functional |
|
||
| Zhen Cai and Guozhen Hu |
No.5
(Sep)
Regular papers
Regular Papers
| Paper: | pp. 521-529 | ||
| Calculation and Decomposition Analysis of Embodied Energy and Embodied Carbon Emissions in China’s Foreign Trade Based on Value-Added Trade |
|
||
| Zhong Han, Wenkai Wu, Yan Sun, and Yun Shi |
| Paper: | pp. 530-538 | ||
| Evaluating Default Risk and Loan Performance in UK Peer-to-Peer Lending: Evidence from Funding Circle |
|
||
| Boyu Xu, Zhifang Su, and Jan Celler |
| Paper: | pp. 539-545 | ||
| Lookback Option Pricing Problems of Uncertain Mean-Reverting Stock Model |
|
||
| Zhaopeng Liu |
| Paper: | pp. 546-553 | ||
| Market Distortion, Inter-Provincial Factor Misallocation, and Total Factor Productivity |
|
||
| Shangfeng Zhang, Jingjue Xu, Wei Chen, Manzhou Teng, Xiuwen Yu, and Huiru Ren |
| Paper: | pp. 554-562 | ||
| Time-Varying Transmission Effects of Internet Finance Under Economic Policy Uncertainty and Internet Consumers’ Behaviors: Evidence from China |
|
||
| Guangtong Gu and Wenjie Zhu |
| Paper: | pp. 563-573 | ||
| Agglomeration and Innovation: An Empirical Study Based on China’s Manufacturing Data |
|
||
| Zeyang Li |
| Paper: | pp. 574-580 | ||
| Sino-Japanese Relations from the Perspective of Chinese Mainstream Media During the Pandemic: Based on Word2vec and DTM Model |
|
||
| Jiangying Wei and Xiuwu Zhang |
| Paper: | pp. 581-591 | ||
| Stock Prediction Based on News Text Analysis |
|
||
| Wentao Gu, Linghong Zhang, Houjiao Xi, and Suhao Zheng |
| Paper: | pp. 592-600 | ||
| Effect of the International Tourism Island Policy on Hainan Farmers’ Income and the Urban–Rural Income Gap: An Analysis Based on the GPCA and SCM Models |
|
||
| He Xia and Shaoying Wu |
| Paper: | pp. 601-609 | ||
| The Influence of Aging Population on Consumption Quantity in China |
|
||
| Guixiong Xu and Xindong Zhao |
| Paper: | pp. 610-617 | ||
| Adaptive Fertigation System Using Hybrid Vision-Based Lettuce Phenotyping and Fuzzy Logic Valve Controller Towards Sustainable Aquaponics |
|
||
| Ronnie S. Concepcion II, Sandy C. Lauguico, Jonnel D. Alejandrino, Argel A. Bandala, Edwin Sybingco, Ryan Rhay P. Vicerra, Elmer P. Dadios, and Joel L. Cuello |
| Paper: | pp. 618-624 | ||
| Varietal Classification of Lactuca Sativa Seeds Using an Adaptive Neuro-Fuzzy Inference System Based on Morphological Phenes |
|
||
| Christan Hail R. Mendigoria, Heinrick L. Aquino, Oliver John Y. Alajas, Ronnie S. Concepcion II, Elmer P. Dadios, Edwin Sybingco, Argel A. Bandala, and Ryan Rhay P. Vicerra |
| Paper: | pp. 625-631 | ||
| Application of Fuzzy Logic for Controlling Spray Drying Parameters in Production of Bignay (Antidesma Bunius) Juice Powder |
|
||
| Danielle Grace D. Evangelista, Ryan Rhay P. Vicerra, Argel A. Bandala, Edwin Sybingco, and Elmer P. Dadios |
| Paper: | pp. 632-638 | ||
| Optimization of Biofilter Size for Aquaponics Using Genetic Algorithm |
|
||
| Amir A. Bracino, Jason L. Española, Argel A. Bandala, Elmer P. Dadios, Edwin Sybingco, and Ryan Rhay P. Vicerra |
| Paper: | pp. 639-646 | ||
| Three-Dimensional Stereo Vision Tracking of Multiple Free-Swimming Fish for Low Frame Rate Video |
|
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| Maria Gemel B. Palconit, Ronnie S. Concepcion II, Jonnel D. Alejandrino, Michael E. Pareja, Vincent Jan D. Almero, Argel A. Bandala, Ryan Rhay P. Vicerra, Edwin Sybingco, Elmer P. Dadios, and Raouf N. G. Naguib |
| Paper: | pp. 647-654 | ||
| Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motor with Inductance Disturbance |
|
||
| Fan Xiao, Jing He, and Miaoying Zhang |
| Paper: | pp. 655-663 | ||
| Development of a Control System and Interface Design Based on an Electric Wheelchair |
|
||
| Jinseok Woo, Kyosuke Yamaguchi, and Yasuhiro Ohyama |
| Paper: | pp. 664-670 | ||
| Position Control of Machine Tool Moving Axis Based on Sliding Mode Control |
|
||
| Wangyong He, Sanqiu Liu, Zhen Zhao, and Kui Jie |
| Paper: | pp. 671-678 | ||
| Cross-View Gait Recognition Based on Dual-Stream Network |
|
||
| Xiaoyan Zhao, Wenjing Zhang, Tianyao Zhang, and Zhaohui Zhang |
No.4
(Jul)
Regular papers
Regular Papers
| Paper: | pp. 389-396 | ||
| Recommendation System Based on Generative Adversarial Network with Graph Convolutional Layers |
|
||
| Takato Sasagawa, Shin Kawai, and Hajime Nobuhara |
| Paper: | pp. 397-403 | ||
| Protocol-Independent Data Acquisition for Precision Farming |
|
||
| Jonnel D. Alejandrino, Ronnie S. Concepcion II, Vincent Jan D. Almero, Maria Gemel Palconit, Ryan Rhay P. Vicerra, Argel Bandala, Edwin Sybingco, and Elmer P. Dadios |
| Paper: | pp. 404-409 | ||
| Anno-Mate: Human–Machine Collaboration Features for Fast Annotation |
|
||
| John Anthony C. Jose, Meygen D. Cruz, Jefferson James U. Keh, Maverick Rivera, Edwin Sybingco, and Elmer P. Dadios |
| Paper: | pp. 410-415 | ||
| Artificial Intelligence Software Application for Contactless Traffic Violation Apprehension in the Philippines |
|
||
| John Anthony C. Jose, Ciprian D. Billones Jr., Allysa Kate M. Brillantes, Robert Kerwin C. Billones, Edwin Sybingco, Elmer P. Dadios, Alexis M. Fillone, and Laurence A. Gan Lim |
| Paper: | pp. 416-422 | ||
| Recognition of Hybrid Graphic-Text License Plates |
|
||
| John Anthony C. Jose, Allysa Kate M. Brillantes, Elmer P. Dadios, Edwin Sybingco, Laurence A. Gan Lim, Alexis M. Fillone, and Robert Kerwin C. Billones |
| Paper: | pp. 423-431 | ||
| An Elderly Monitoring System Based on Multiple Ultra-Sensitive Vibration and Pneumatic Sensors |
|
||
| Shuai Shao, Kouhei Yamamoto, and Naoyuki Kubota |
| Paper: | pp. 432-441 | ||
| Multi-View 3D Human Pose Tracking Based on Evolutionary Robot Vision |
|
||
| Wei Quan and Naoyuki Kubota |
| Paper: | pp. 442-449 | ||
| Improved Chinese Sentence Semantic Similarity Calculation Method Based on Multi-Feature Fusion |
|
||
| Liqi Liu, Qinglin Wang, and Yuan Li |
| Paper: | pp. 450-466 | ||
| Adaptive Synapse Arrangement in Cortical Learning Algorithm |
|
||
| Takeru Aoki, Keiki Takadama, and Hiroyuki Sato |
| Paper: | pp. 467-477 | ||
| Decision-Making of Communication Robots Through Robot Ethics |
|
||
| Tomomi Hashimoto, Xingyu Tao, Takuma Suzuki, Takafumi Kurose, Yoshio Nishikawa, and Yoshihito Kagawa |
| Paper: | pp. 478-488 | ||
| Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms |
|
||
| Katsuhiro Honda, Issei Hayashi, Seiki Ubukata, and Akira Notsu |
| Paper: | pp. 489-497 | ||
| Behavior Estimation Based on Multiple Vibration Sensors for Elderly Monitoring Systems |
|
||
| Shuai Shao, Naoyuki Kubota, Kazutaka Hotta, and Takuya Sawayama |
| Paper: | pp. 498-507 | ||
| Treemap-Based Cluster Visualization and its Application to Text Data Analysis |
|
||
| Yasufumi Takama, Yuna Tanaka, Yoshiyuki Mori, and Hiroki Shibata |
No.3
(May)
Regular papers
Regular Papers
| Paper: | pp. 277-284 | ||
| Creating a Disaster Chain Diagram from Japanese Newspaper Articles Using Mechanical Methods |
|
||
| Fumihiro Sakahira and U Hiroi |
| Paper: | pp. 285-290 | ||
| Asymptotic Stabilization for a Class of Linear Fractional-Order Composite Systems |
|
||
| Zhe Zhang, Toshimitsu Ushio, Jing Zhang, Feng Liu, and Can Ding |
| Paper: | pp. 291-300 | ||
| Analog Realization of Fractional-Order Capacitor and Inductor via the Caputo–Fabrizio Derivative |
|
||
| Manjie Ran, Xiaozhong Liao, Da Lin, and Ruocen Yang |
| Paper: | pp. 301-309 | ||
| Analyzing Two Approaches in Interdisciplinary Research: Individual and Collaborative |
|
||
| Masanori Fujita, Takato Okudo, Takao Terano, and Hiromi Nagane |
| Paper: | pp. 310-316 | ||
| Single-Phase Photovoltaic Grid-Connected Inverter Based on Fuzzy Neural Network |
|
||
| Shenping Xiao, Zhouquan Ou, Junming Peng, Yang Zhang, and Xiaohu Zhang |
| Paper: | pp. 317-325 | ||
| A Control Approach Based on Observers of State and Uncertainty for a Class of Takagi–Sugeno Fuzzy Models |
|
||
| Jun Zhao and Hugang Han |
| Paper: | pp. 326-334 | ||
| Representation Learning with LDA Models for Entity Disambiguation in Specific Domains |
|
||
| Shengchen Jiang, Yantuan Xian, Hongbin Wang, Zhiju Zhang, and Huaqin Li |
| Paper: | pp. 335-345 | ||
| Materializing Architecture for Processing Multimodal Signals for a Humanoid Robot Control System |
|
||
| Motohiro Akikawa and Masayuki Yamamura |
| Paper: | pp. 346-355 | ||
| Class Imbalanced Fault Diagnosis via Combining K-Means Clustering Algorithm with Generative Adversarial Networks |
|
||
| Huifang Li, Rui Fan, Qisong Shi, and Zijian Du |
| Paper: | pp. 356-364 | ||
| Fault-Diagnosing Deep-Visual-SLAM for 3D Change Object Detection |
|
||
| Kanji Tanaka |
| Paper: | pp. 365-374 | ||
| Improved Tilt Feeling During Remote Control of Construction Machine by Tactile Sensation |
|
||
| Hidenori Sakaniwa, Rikiya Tajiri, Masaki Takano, Mariko Miyaki, Yuya Uwa, Shunsuke Yoshimoto, and Akio Yamamoto |
| Paper: | pp. 375-382 | ||
| Speaker Localization Based on Audio-Visual Bimodal Fusion |
|
||
| Ying-Xin Zhu and Hao-Ran Jin |
No.2
(Mar)
Regular papers
Regular Papers
| Paper: | pp. 153-161 | ||
| Optimal Value Estimation of Intentional-Value-Substitution for Learning Regression Models |
|
||
| Takuya Fukushima, Tomoharu Nakashima, Taku Hasegawa, and Vicenç Torra |
| Paper: | pp. 162-169 | ||
| Repetitive Control Based on Multi-Stage PSO Algorithm with Variable Intervals for T–S Fuzzy Systems |
|
||
| Yibing Wang, Manli Zhang, Min Wu, and Luefeng Chen |
| Paper: | pp. 170-176 | ||
| Fine-Grained Access Control Scheme Based on Improved Proxy Re-Encryption in Cloud |
|
||
| Zhenwu Xu, Jinan Shen, Fang Liang, and Yingjie Chen |
| Paper: | pp. 177-186 | ||
| Self-Organized Subpopulation Based on Multiple Features in Genetic Programming on GPU |
|
||
| Keiko Ono and Yoshiko Hanada |
| Paper: | pp. 187-194 | ||
| Hybrid Caption Including Formula or Figure for Deaf and Hard-of-Hearing Students |
|
||
| Daisuke Wakatsuki, Tatsuya Arai, and Takeaki Shionome |
| Paper: | pp. 195-203 | ||
| Reconstruction Method for Missing Measurement Data Based on Wasserstein Generative Adversarial Network |
|
||
| Changfan Zhang, Hongrun Chen, Jing He, and Haonan Yang |
| Paper: | pp. 204-212 | ||
| An Improved Algorithm for Detection and Pose Estimation of Texture-Less Objects |
|
||
| Jian Peng and Ya Su |
| Paper: | pp. 213-225 | ||
| A Fast Method for Fuzzy Rules Learning with Derivative-Free Optimization by Formulating Independent Evaluations of Each Fuzzy Rule |
|
||
| Kiyohiko Uehara and Kaoru Hirota |
| Paper: | pp. 226-233 | ||
| Jensen–Shannon Divergence-Based k-Medoids Clustering |
|
||
| Yuto Kingetsu and Yukihiro Hamasuna |
| Paper: | pp. 234-241 | ||
| An Expansion and Application of Human Coexistence Robot System Using Smart Devices |
|
||
| Jinseok Woo, Yasuhiro Ohyama, and Naoyuki Kubota |
| Paper: | pp. 242-247 | ||
| Analysis of Vase Shaped Pumping Cavity for Solar-Pumped Laser |
|
||
| Hayato Koshiji, Tomomasa Ohkubo, Takumi Shimoyama, Takeru Nagai, Ei-ichi Matsunaga, Yuji Sato, and Thanh-Hung Dinh |
| Paper: | pp. 248-257 | ||
| Design and Implementation of the Universal Servo Control Algorithm Verification System Based on High-Speed Communication Fieldbus |
|
||
| Yonghua Xiong, Ke Li, Zhen-Tao Liu, and Jinhua She |
| Paper: | pp. 258-269 | ||
| Intelligent Edutab Box: Supporting Real-Time Face-to-Face Collaborative Learning |
|
||
| Yuto Omae, Kazutaka Mizukoshi, Tatsuro Furuya, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Masaya Matsushita, and Hirotaka Takahashi |
No.1
(Jan)
Regular papers
Regular Papers
| Paper: | pp. 3-12 | ||
| Complementary Convolution Residual Networks for Semantic Segmentation in Street Scenes with Deep Gaussian CRF |
|
||
| Yongbo Li, Yuanyuan Ma, Wendi Cai, Zhongzhao Xie, and Tao Zhao |
| Paper: | pp. 13-22 | ||
| Variable Expanding Structure for Data Center Interconnection Networks |
|
||
| Jianfei Zhang, Yuchen Jiang, and Yan Liu |
| Paper: | pp. 23-30 | ||
| Intelligent Compensating Method for MPC-Based Deviation Correction with Stratum Uncertainty in Vertical Drilling Process |
|
||
| Dian Zhang, Min Wu, Chengda Lu, Luefeng Chen, Weihua Cao, and Jie Hu |
| Paper: | pp. 31-39 | ||
| Trajectory Azimuth Control Based on Equivalent Input Disturbance Approach for Directional Drilling Process |
|
||
| Zhen Cai, Xuzhi Lai, Min Wu, Chengda Lu, and Luefeng Chen |
| Paper: | pp. 40-49 | ||
| Helmet Detection Based on Deep Learning and Random Forest on UAV for Power Construction Safety |
|
||
| Guobing Yan, Qiang Sun, Jianying Huang, and Yonghong Chen |
| Paper: | pp. 50-55 | ||
| Numerical Simulation of Laser-Induced Bubble and Metal-Free Water Cannon |
|
||
| Tomomasa Ohkubo, Ei-ichi Matsunaga, and Yuji Sato |
| Paper: | pp. 56-63 | ||
| Combining Input Shaping and Adaptive Model-Following Control for Vibration Suppression |
|
||
| Jinhua She, Lulu Wu, and Zhen-Tao Liu |
| Paper: | pp. 64-72 | ||
| Path Planning Based on Improved Hybrid A* Algorithm |
|
||
| Bijun Tang, Kaoru Hirota, Xiangdong Wu, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 73-82 | ||
| Generalized Fuzzy c-Means Clustering and its Property of Fuzzy Classification Function |
|
||
| Yuchi Kanzawa and Sadaaki Miyamoto |
| Paper: | pp. 83-89 | ||
| Nonsingular Fast Terminal Sliding Mode Observer and Fractional-Order Software Phase-Locked Loop for Speed-Sensorless Control of Interior Permanent Magnet Synchronous Motor |
|
||
| Kaihui Zhao, Ruirui Zhou, Jinhua She, Aojie Leng, Wangke Dai, and Gang Huang |
| Paper: | pp. 90-100 | ||
| Monitoring and Analysis of Auto Body Precision Based on Big Data |
|
||
| Yixin Yang, Jianjun Gao, and Konghui Guo |
| Paper: | pp. 101-109 | ||
| Uncertain Nonlinear Process Monitoring Using Interval Ensemble Kernel Principal Component Analysis |
|
||
| Xianrui Wang, Guoxin Zhao, Yu Liu, and Shujie Yang |
| Paper: | pp. 110-120 | ||
| Ameliorated Frenet Trajectory Optimization Method Based on Artificial Emotion and Equilibrium Optimizer |
|
||
| Xiangdong Wu, Kaoru Hirota, Bijun Tang, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 121-129 | ||
| Hybrid Bidirectional Rapidly Exploring Random Tree Path Planning Algorithm with Reinforcement Learning |
|
||
| Junkui Wang, Kaoru Hirota, Xiangdong Wu, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 130-137 | ||
| An Improved Fully Convolutional Network Based on Post-Processing with Global Variance Equalization and Noise-Aware Training for Speech Enhancement |
|
||
| Wenlong Li, Kaoru Hirota, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 138-144 | ||
| Forecasting Influenza Based on Autoregressive Moving Average and Holt-Winters Exponential Smoothing Models |
|
||
| Guohun Zhu, Liping Li, Yuebin Zheng, Xiaowei Zhang, and Hui Zou |
Vol.24 (2020)
No.7
(Dec)
Regular papers
Regular Papers
| Paper: | pp. 811-819 | ||
| Single Image De-Raining Using Spinning Detail Perceptual Generative Adversarial Networks |
|
||
| Kaizheng Chen, Yaping Dai, Zhiyang Jia, and Kaoru Hirota |
| Paper: | pp. 820-828 | ||
| Three-Dimensional Unmanned Aerial Vehicle Route Planning Using Hybrid Differential Evolution |
|
||
| Hao Zhang, Lihua Dou, Chunxiao Cai, and Bin Xin |
| Paper: | pp. 829-836 | ||
| FR-MTL: Traffic Flow Prediction Using Fused Ridge Denoising and Multi-Task Learning |
|
||
| Di Yang, Ningjia Qiu, Peng Wang, and Huamin Yang |
| Paper: | pp. 837-845 | ||
| Entity Alignment Method of Points of Interest for Internet Location-Based Services |
|
||
| Chaoran Zhou, Jianping Zhao, Xin Zhang, and Chenghao Ren |
| Paper: | pp. 846-854 | ||
| Suppression the Disturbance of Robotic Manipulators Based on Nonlinear Disturbance Observer and Fuzzy Logic System |
|
||
| Wangyong He, Haogui Li, Yuanjiang Wang, and Sanqiu Liu |
| Paper: | pp. 855-863 | ||
| Estimation of SOC Based on LSTM-RNN and Design of Intelligent Equalization Charging System |
|
||
| Xi Chen, Kaoru Hirota, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 864-871 | ||
| Indoor Key Point Reconstruction Based on Laser Illumination and Omnidirectional Vision |
|
||
| Yang Qi and Yuan Li |
| Paper: | pp. 872-881 | ||
| Digital Empirical Research of Influencing Factors of Musical Emotion Classification Based on Pleasure-Arousal Musical Emotion Fuzzy Model |
|
||
| Jing-Xian He, Li Zhou, Zhen-Tao Liu, and Xin-Yue Hu |
| Paper: | pp. 882-890 | ||
| Terminal Voltage Control Scheme of Stand-Alone Wind Energy Conversion System with Battery Energy Storage System |
|
||
| Dan-Yun Li, Dong-Ming Yang, and Zhen-Tao Liu |
| Paper: | pp. 891-899 | ||
| A Students’ Concentration Evaluation Algorithm Based on Facial Attitude Recognition via Classroom Surveillance Video |
|
||
| Simin Li, Yaping Dai, Kaoru Hirota, and Zhe Zuo |
| Paper: | pp. 900-907 | ||
| Traffic Flow Prediction Model Based on Drivers’ Cognition of Road Network |
|
||
| Songjiang Li, Wen An, and Peng Wang |
| Note: | pp. 908-916 | ||
| Design and Analysis of New Asynchronous Motor Type for Electric Vehicle |
|
||
| Yong Yan, Shimin Wang, Taotao Yang, and Xiangyu Meng |
| Paper: | pp. 917-924 | ||
| Dynamic-Event-Based Fault Detection for Markov Jump Systems Under Hidden-Markov Mode Observation |
|
||
| Xiaoxiao Xu and Xiongbo Wan |
| Paper: | pp. 925-933 | ||
| Sliding Mode Control of Lateral Semi-Active Suspension of High-Speed Train |
|
||
| Jing He, Zhitian Liu, and Changfan Zhang |
| Paper: | pp. 934-943 | ||
| A Heuristic Lowest Unknown-Degree Target Search Strategy Under Non-Structured Environment for Multi-Agent Systems |
|
||
| Chunye Wang and Chen Chen |
| Paper: | pp. 944-952 | ||
| POI Classification Method Based on Feature Extension and Deep Learning |
|
||
| Chaoran Zhou, Hang Yang, Jianping Zhao, and Xin Zhang |
| Paper: | pp. 953-962 | ||
| Visual Servoing with Deep Learning and Data Augmentation for Robotic Manipulation |
|
||
| Jingshu Liu and Yuan Li |
| Paper: | pp. 963-971 | ||
| Robust Cell Image Segmentation via Improved Markov Random Field Based on a Chinese Restaurant Process Model |
|
||
| Dongming Li, Changming Sun, Su Wei, Yue Yu, and Jinhua Yang |
No.6
(Nov)
JACIII Awards 2020
JACIII Awards 2020
| Award: | pp. 707-709 | |
| Congratulations! JACIII Best Paper and Young Researcher Awards 2020 |
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| Editorial Office |
| Topic: | p. 710 | ||
| JACIII Distinguished Editor & Outstanding Reviewer Awards 2020 |
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| Editorial Office |
Regular Papers
| Paper: | pp. 711-718 | ||
| Direct Policy Search Reinforcement Learning Based on Variational Bayesian Inference |
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| Nobuhiko Yamaguchi |
| Paper: | pp. 719-727 | ||
| Matrix-Based Collaborative Filtering Employing Personal Values-Based Modeling and Model Relationship Learning |
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| Yasufumi Takama, Hiroki Shibata, and Yuya Shiraishi |
| Paper: | pp. 728-737 | ||
| MCRA: Multicost Rerouting Algorithm in SDN |
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| Kuangyu Qin, Bin Fu, Peng Chen, and Jianhua Huang |
| Paper: | pp. 738-749 | ||
| Noise Rejection Approaches for Various Rough Set-Based C-Means Clustering |
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| Seiki Ubukata, Sho Sekiya, Akira Notsu, and Katsuhiro Honda |
| Paper: | pp. 750-762 | ||
| Robust and Automatic Skyline Detection Algorithm Based on MSSDN |
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| Fan Guo, Yuxiang Mai, Jin Tang, Yu Huang, and Lijun Zhu |
| Paper: | pp. 763-773 | ||
| Enhanced Resource Allocation Algorithm for Heterogeneous Wireless Networks |
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| Topside E. Mathonsi, Tshimangadzo Mavin Tshilongamulenzhe, and Bongisizwe Erasmus Buthelezi |
| Paper: | pp. 774-784 | ||
| Bilattice Logic for Rough Sets |
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| Yotaro Nakayama, Seiki Akama, and Tetsuya Murai |
| Paper: | pp. 785-791 | ||
| The Great Depression: Econometric Analysis and Fuzzy Regression |
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| Peter Kuzmin, Vitaliy Kalashnikov, Natalyia Kalashnykova, and Junzo Watada |
| Paper: | pp. 792-801 | ||
| Two-Channel Feature Extraction Convolutional Neural Network for Facial Expression Recognition |
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| Chang Liu, Kaoru Hirota, Bo Wang, Yaping Dai, and Zhiyang Jia |
No.5
(Sep)
Regular papers
Regular Papers
| Paper: | pp. 583-588 | ||
| Towards Making Fuzzy Techniques More Adequate for Combining Knowledge of Several Experts |
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| Hoang Phuong Nguyen and Vladik Kreinovich |
| Paper: | pp. 589-592 | ||
| A New (Simplified) Derivation of Nash’s Bargaining Solution |
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| Hoang Phuong Nguyen, Laxman Bokati, and Vladik Kreinovich |
| Paper: | pp. 593-598 | ||
| How to Describe Conditions Like 2-out-of-5 in Fuzzy Logic: A Neural Approach |
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| Olga Kosheleva, Vladik Kreinovich, and Hoang Phuong Nguyen |
| Paper: | pp. 599-603 | ||
| How to Combine (Dis)Utilities of Different Aspects into a Single (Dis)Utility Value, and How This Is Related to Geometric Images of Happiness |
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| Laxman Bokati, Hoang Phuong Nguyen, Olga Kosheleva, and Vladik Kreinovich |
| Paper: | pp. 604-608 | ||
| Theoretical Explanation of Recent Empirically Successful Code Quality Metrics |
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| Vladik Kreinovich, Omar A. Masmali, Hoang Phuong Nguyen, and Omar Badreddin |
| Paper: | pp. 609-614 | ||
| Modeling a Fuzzy System for Diagnosis of Syndromes with Integrated Eastern and Western Medicine Using the Importance of Symptoms |
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| Hoang Phuong Nguyen |
| Paper: | pp. 615-620 | ||
| Improving Fairness in IEEE 802.11 EDCA Ad Hoc Networks Based on Fuzzy Logic |
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| Luong Duy Hieu, Bui The Tung, Pham Thanh Giang, Thai Quang Vinh, and Le Nam |
| Paper: | pp. 621-629 | ||
| Navigation Model for a Robot as a Human Group Member to Adapt to Changing Conditions of Personal Space |
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| Yotaro Fuse and Masataka Tokumaru |
| Paper: | pp. 630-637 | ||
| Interestingness Improvement of Face Images by Learning Visual Saliency |
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| Dao Nam Anh |
| Paper: | pp. 638-647 | ||
| Projection with Gaussian Kernel for Person Re-Identification |
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| Dao Nam Anh, Thuy-Binh Nguyen, and Thi-Lan Le |
| Paper: | pp. 648-655 | ||
| Feature Analysis for Imbalanced Learning |
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| Dao Nam Anh, Bui Duong Hung, Pham Quang Huy, and Dang Xuan Tho |
| Paper: | pp. 656-661 | ||
| Building a Fuzzy System for Pulse Based Disease Diagnosis and Acupuncture Therapy |
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| Hoang Phuong Nguyen and Truong Thi Hong Thuy |
| Paper: | pp. 662-667 | ||
| Mixed Duopoly Stochastic Sales Model with Advertising and Experience Gains for the Public and Foreign Competitors |
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| Vitaliy Kalashnikov, Natalyia Kalashnykova, and Petr Kuzmin |
| Paper: | pp. 668-675 | ||
| Adaptive Personalized Multiple Machine Learning Architecture for Estimating Human Emotional States |
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| Akihiro Matsufuji, Eri Sato-Shimokawara, and Toru Yamaguchi |
| Paper: | pp. 676-684 | ||
| Visualization Method Corresponding to Regression Problems and Its Application to Deep Learning-Based Gaze Estimation Model |
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| Daigo Kanda, Shin Kawai, and Hajime Nobuhara |
| Paper: | pp. 685-702 | ||
| Smartphone Naïve Bayes Human Activity Recognition Using Personalized Datasets |
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| Moses L. Gadebe, Okuthe P. Kogeda, and Sunday O. Ojo |
No.4
(Jul)
Regular papers
Regular Papers
| Paper: | pp. 441-452 | ||
| Detection Effectiveness Estimation Based on Multi-Angle Data and Visualization Analysis |
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| Feng Zhu, Xiaofeng Hu, Xiaoyuan He, Bo Dai, Kaiming Li, and Lu Yang |
| Paper: | pp. 453-460 | ||
| Anomaly Detection Algorithm Based on CFSFDP |
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| Weiwu Ren, Jianfei Zhang, Xiaoqiang Di, Yinan Lu, Bochen Zhang, and Jianping Zhao |
| Paper: | pp. 461-467 | ||
| The Study on the Influence of Terms of Trade on Regional Inflation – Based on the Mixed NKPC Model Under the Opening Economy Condition |
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| Dan Tang |
| Paper: | pp. 468-476 | ||
| Psychological Trends in the Achievement Goals of College and University Athletes |
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| Ching-Lun Wei, Wei-Jen Chen, Michael Tian-Shyug Lee, and Tsung-Kuo Tien-Liu |
| Paper: | pp. 477-487 | ||
| Predictability of China’s Stock Market Returns Based on Combination of Distribution Forecasting Models |
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| Yanyun Yao, Xiutian Zheng, and Huimin Wang |
| Paper: | pp. 488-493 | ||
| Route Optimization of Aquatic Product Transportation Based on an Improved Ant Colony Algorithm |
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| Chenxiao Yu, Zuiyi Shen, and Pengfei Li |
| Paper: | pp. 494-501 | ||
| Optimization Design of Oven Shape Based on Heat Distribution Model |
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| Xueyong Yu, Weiran Lin, Jinling Wei, Shuoping Wang, and Haifeng Ke |
| Paper: | pp. 502-508 | ||
| The Influence of Factor Price Distortions on Economic Structure – Based on Time-Varying Elasticity Production Function Model |
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| Shangfeng Zhang, Qi Fang, Huiru Ren, Chun Zhu, Jingjue Xu, and Lang Hu |
| Paper: | pp. 509-523 | ||
| An ERP Experimental Study About the Effect of Authorization Cue Characteristics on the Privacy Behavior of Recommended Users |
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| Rui Sun, Jia Rong Chen, Yi Xiang Wang, Ying Rui Zhou, and Ying Yu Luo |
| Paper: | pp. 524-531 | ||
| The Dynamic Correlation Between Capital Deepening and Total Factor Productivity in China |
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| Wuliu Zhang |
| Paper: | pp. 532-542 | ||
| Terrain Hazard Risk Analysis for Flood Disaster Management in Chaohu Basin, China, Based on Two-Dimensional Cloud |
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| Jun Lyu, Xianfu Cheng, and Peter Shaw |
| Paper: | pp. 543-548 | ||
| Determining the Most Effective Way of Ensuring a Tidying-Up Behavior: Comparison of Effects of Reminders Using Oral Instruction, Posters, and Robots |
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| Akihiro Ogasawara and Manabu Gouko |
| Paper: | pp. 549-556 | ||
| Bifurcation Analysis of a Class Fractional-Oder Nonlinear Chua’s Circuit System |
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| Zhe Zhang, Toshimitsu Ushio, Jing Zhang, Can Ding, and Feng Liu |
| Paper: | pp. 557-567 | ||
| An Approach to NMT Re-Ranking Using Sequence-Labeling for Grammatical Error Correction |
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| Bo Wang, Kaoru Hirota, Chang Liu, Yaping Dai, and Zhiyang Jia |
| Paper: | pp. 568-575 | ||
| VGG-16 Convolutional Neural Network-Oriented Detection of Filling Flow Status of Viscous Food |
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| Changfan Zhang, Dezhi Meng, and Jing He |
No.3
(May)
Special Issue on Human Symbiotic Systems II
Regular Papers
| Paper: | pp. 251-259 | ||
| Influence Mechanism of Ambidextrous Innovation on Technological Catch-Up in Latecomer Enterprises of Technical Standards Alliance |
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| Jing Hu, Yingjun Guan, Lijun Zhou, and Yilin Wang |
| Short Paper: | pp. 260-264 | ||
| A Predictive Model for Fertility Behavior of Women of Childbearing Age: Based on the Apriori Algorithm and Smooth Cut-Point Calculation |
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| Feng Chen and Xiuwu Zhang |
| Paper: | pp. 265-271 | ||
| Forecasting Stock Index Futures Intraday Returns: Functional Time Series Model |
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| Yizheng Fu, Zhifang Su, Boyu Xu, and Yu Zhou |
| Paper: | pp. 272-281 | ||
| A Study of the Impact of Innovation on Industrial Upgrading in China: A Spatial Econometric Analysis Based on China’s Provincial Panel Data |
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| Jiao Jiang and Xindong Zhao |
| Paper: | pp. 282-292 | ||
| Asymmetric Multifractal Analysis of Rebar Futures and Spot Market in China |
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| Qiaoyan Zhang, Lixian Wang, Shang Jin, Xiaozhen Hao, and Zhenlong Chen |
| Paper: | pp. 293-298 | ||
| Human Body Dynamics Detection of Shock Absorption and Rebound Ability of Specialized Athletic Shoes |
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| Chia-Yeong Lin |
| Paper: | pp. 299-306 | ||
| Forecasting Realized Volatility Based on Sentiment Index and GRU Model |
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| Wentao Gu, Suhao Zheng, Ru Wang, and Cui Dong |
| Paper: | pp. 307-315 | ||
| Discussing Psychological Changes in College Students Who Participate in Physical Education Using Structural Equation Modeling |
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| Jung-Wen Wu and Tsung-Kuo Tien-Liu |
| Paper: | pp. 316-325 | ||
| Estimation of Search Intents from Query to Context Search Engine |
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| Yasufumi Takama, Takuya Tezuka, Hiroki Shibata, and Lieu-Hen Chen |
| Paper: | pp. 326-334 | ||
| User Modeling from Review Browsing History for Personal Values-Based Recommendation |
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| Yasufumi Takama and Suzuto Shimizu |
| Paper: | pp. 335-345 | ||
| HEVC Video Encryption Algorithm Based on Integer Dynamic Coupling Tent Mapping |
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| Bo Liu, Jiandong Liu, Shuhong Wang, Ming Zhong, Bo Li, and Yujie Liu |
| Paper: | pp. 346-356 | ||
| Robot Vision System for Human Detection and Action Recognition |
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| Satoshi Hoshino and Kyohei Niimura |
| Paper: | pp. 357-365 | ||
| Improved Model-Free Adaptive Control of Pneumatic Gravity Compensation System |
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| Yu Liu, Feng Peng, Zhen Hua, Changlong Liu, and Guoxin Zhao |
Special Issue on Human Symbiotic Systems II
| Editorial: | p. 367 | |
| Human Symbiotic Systems II |
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| Yoichiro Maeda, Daisuke Katagami, and Tsuyoshi Nakamura | ||
In recent years, computers, artificial agents, intelligent robots, and other intelligent systems have become normal parts of our everyday lives, so high interpersonal affinity, including smooth communications and bidirectional interactions with people, have become necessary for the development of intelligent systems. “Human Symbiotic Systems” (HSS) is an area of research to study the basic principles and methods used in the designing of intelligent interaction systems, or systems with bidirectional communications based on the symbiosis and effective collaboration between people and robots, agents, computers, etc. In HSS research, the establishment of elemental technologies necessary for the realization of intelligent systems to coexist with people is a main target. The research society “Human Symbiotic Systems” was established in the Japan Society for Fuzzy Theory and Intelligent Informatics in 2007 by the guest editors of this special issue. The HSS aims to encourage academic and industrial discussions on research of Human-Agent Interaction (HAI), Human-Robot Interaction (HRI), Human-Computer Interaction (HCI), etc. The aim of this special issue is to activate and expand top-quality research in the area of the theory and applications of Human Symbiotic System (HSS). This special issue “Human Symbiotic Systems II” (HSS-II) is the second special feature of the HSS. The first special issue appeared as JACIII journal Vol.14, No.7 in 2010. Various technologies have been developed in the past ten years, but HSS continues to be an important area of study in the field of engineering today. For this special issue on HSS-II, 10 papers were received, and 7 papers were accepted for publication after two peer reviews each. We would like to thank the authors and referees for their great efforts. Through their contributions, this special issue was made possible and overall paper quality was improved. | ||
| Paper: | pp. 368-376 | ||
| Modular Neural Network for Learning Visual Features, Routes, and Operation Through Human Driving Data Toward Automatic Driving System |
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| Shun Otsubo, Yasutake Takahashi, and Masaki Haruna |
| Paper: | pp. 377-385 | ||
| Support System for Teachers in Communication with Educational Support Robot |
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| Felix Jimenez and Masayoshi Kanoh |
| Paper: | pp. 386-395 | ||
| Operation Skill Acquisition and Fuzzy-Rule Extraction for Drone Control Based on Visual Information Using Deep Learning |
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| Yoichiro Maeda, Kotaro Sano, Eric W. Cooper, and Katsuari Kamei |
| Paper: | pp. 396-403 | ||
| Learning Effect of Collaborative Learning with Robots Speaking a Compliment |
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| Felix Jimenez, Masayoshi Kanoh, Tomohiro Yoshikawa, and Tsuyoshi Nakamura |
| Paper: | pp. 404-412 | ||
| Do You Forgive Past Mistakes of Animated Agents? A Study of Instances of Assistance by Animated Agents |
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| Masahide Yuasa |
| Paper: | pp. 413-421 | ||
| Fuzzy-Integral Based Estimate of Vertical-Direction Error Caused by Pointing Fingers at Objects |
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| Masayoshi Kanoh and Tsuyoshi Nakamura |
| Paper: | pp. 422-435 | ||
| Study on Development of Humor Discriminator for Dialogue System |
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| Tomohiro Yoshikawa and Ryosuke Iwakura |
No.2
(Mar)
Regular papers
Regular Papers
| Paper: | pp. 185-198 | ||
| Self-Structured Cortical Learning Algorithm by Dynamically Adjusting Columns and Cells |
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| Sotetsu Suzugamine, Takeru Aoki, Keiki Takadama, and Hiroyuki Sato |
| Paper: | pp. 199-205 | ||
| Computer Humor and Human Humor: Construction of Japanese “Nazokake” Riddle Generation Systems |
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| Asuka Terai, Kento Yamashita, and So Komagamine |
| Paper: | pp. 206-213 | ||
| A New Sensing Direction Rotation Approach to Area Coverage Optimization in Directional Sensor Network |
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| Song Peng and Yonghua Xiong |
| Paper: | pp. 214-220 | ||
| Lifestyle Analysis from Household Electricity Consumption Data |
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| Yu Shirai, Shunichi Hattori, and Yasufumi Takama |
| Paper: | pp. 221-231 | ||
| Assessment of Coke Oven Operating State Using Trend Analysis and Information Entropy |
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| Qi Lei and Fengmei Guo |
No.1
(Jan)
Regular papers
Regular Papers
| Paper: | pp. 3-11 | ||
| Metric Dimension of Generalized Möbius Ladder and its Application to WSN Localization |
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| Muhammad Idrees, Hongbin Ma, Mei Wu, Abdul Rauf Nizami, Mobeen Munir, and Sajid Ali |
| Paper: | pp. 12-25 | ||
| Observer-Based Piecewise Multi-Linear Controller Designs for Nonlinear Systems Using Feedback and Observer Linearizations |
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| Tadanari Taniguchi and Michio Sugeno |
| Paper: | pp. 26-39 | ||
| A Hybrid Fuzzy System Dynamics Approach for Risk Analysis of AUV Operations |
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| Tzu Yang Loh, Mario P. Brito, Neil Bose, Jingjing Xu, Natalia Nikolova, and Kiril Tenekedjiev |
| Paper: | pp. 40-47 | ||
| A Heuristic-Based Model for MMMs-Induced Fuzzy Co-Clustering with Dual Exclusive Partition |
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| Katsuhiro Honda, Yoshiki Hakui, Seiki Ubukata, and Akira Notsu |
| Paper: | pp. 48-57 | ||
| On Sampling Techniques for Corporate Credit Scoring |
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| Hung Ba Nguyen and Van-Nam Huynh |
| Paper: | pp. 58-64 | ||
| Tsallis Entropy-Based Fuzzy Latent Semantics Analysis |
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| Yuchi Kanzawa |
| Paper: | pp. 65-72 | ||
| Visualization of Potential Technical Solutions by SOM and Co-Clustering and its Extension to Multi-View Situation |
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| Yasushi Nishida and Katsuhiro Honda |
| Paper: | pp. 73-82 | ||
| A Kernel k-Means-Based Method and Attribute Selections for Diabetes Diagnosis |
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| Tru Cao, Chau Vo, Son Nguyen, Atsushi Inoue, and Duanning Zhou |
| Paper: | pp. 83-94 | ||
| Aggregation of Epistemic Uncertainty in Forms of Possibility and Certainty Factors |
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| Koichi Yamada |
| Paper: | pp. 95-100 | ||
| Spatial Deployment of Heterogeneous Sensors in Complex Environments |
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| Lei Jiao and Zhihong Peng |
| Paper: | pp. 101-112 | ||
| Learning Effects of Robots Teaching Based on Cognitive Apprenticeship Theory |
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| Kenya Miyauchi, Felix Jimenez, Tomohiro Yoshikawa, Takeshi Furuhashi, and Masayoshi Kanoh |
| Paper: | pp. 113-122 | ||
| Interval Data Envelopment Analysis for Inter-Group Data Usage |
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| Tomoe Entani |
| Paper: | pp. 123-133 | ||
| IDT and Color Transfer-Based Color Calibration for Images Taken by Different Cameras |
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| Yoshiaki Ueda, Hideaki Misawa, Takanori Koga, Noriaki Suetake, and Eiji Uchino |
| Paper: | pp. 134-141 | ||
| Conditional Generative Adversarial Networks to Model iPSC-Derived Cancer Stem Cells |
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| Saori Aida, Hiroyuki Kameda, Sakae Nishisako, Tomonari Kasai, Atsushi Sato, and Tomoyasu Sugiyama |
| Paper: | pp. 142-155 | ||
| Exploratory Causal Analysis of Open Data: Explanation Generation and Confounder Identification |
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| Jing Song, Satoshi Oyama, and Masahito Kurihara |
| Paper: | pp. 156-168 | ||
| Stepwise Noise Elimination for Better Motivational and Advisory Texts Classification |
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| Patrycja Swieczkowska, Rafal Rzepka, and Kenji Araki |
| Paper: | pp. 169-178 | ||
| A Robot in a Human–Robot Group Learns Group Norms and Makes Decisions Through Indirect Mutual Interaction with Humans |
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| Yotaro Fuse, Hiroshi Takenouchi, and Masataka Tokumaru |
Vol.23 (2019)
No.6
(Nov)
JACIII Best Paper, Young Researcher, & Best Review Paper Awards 2019
Regular papers
JACIII Best Paper, Young Researcher, & Best Review Paper Awards 2019
| Award: | pp. 967-969 | |
| Congratulations! JACIII Best Paper, Young Researcher, & Best Review Paper Awards 2019 |
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| Editorial Office |
Regular papers
| Paper: | pp. 971-979 | ||
| Interaction Between Population Aging and Technological Innovation: A Chinese Case Study |
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| Xiang Li and Xindong Zhao |
| Paper: | pp. 980-989 | ||
| Barrage Text Classification with Improved Active Learning and CNN |
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| Ningjia Qiu, Lin Cong, Sicheng Zhou, and Peng Wang |
| Paper: | pp. 990-996 | ||
| Analysis of Velocity Pattern of a Power-Assisted Mobile Robot |
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| Yuki Ueno |
| Paper: | pp. 997-1003 | ||
| Joint Trajectory Planning Based on Minimum Euclidean Distance of Joint Angles of a Seven-Degrees-of-Freedom Manipulator for a Sequential Reaching Task |
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| Yoshiaki Taniai and Tomohide Naniwa |
| Paper: | pp. 1004-1011 | ||
| A Novel Growth Evaluation System for Tobacco Planting Based on Image Classification |
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| Yonghua Xiong and Shuangqing Yu |
| Paper: | pp. 1012-1018 | ||
| Recurrent Neural Network for Predicting Dielectric Mirror Reflectivity |
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| Tomomasa Ohkubo, Ei-ichi Matsunaga, Junji Kawanaka, Takahisa Jitsuno, Shinji Motokoshi, and Kunio Yoshida |
| Paper: | pp. 1019-1026 | ||
| IPMSM Speed and Current Controller Design for Electric Vehicles Based on Explicit MPC |
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| Fang Liu, Feng Gao, Ling Liu, and Denis N. Sidorov |
| Paper: | pp. 1027-1043 | ||
| Noise Reduction with Fuzzy Inference Based on Generalized Mean and Singleton Input–Output Rules: Toward Fuzzy Rule Learning in a Unified Inference Platform |
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| Kiyohiko Uehara and Kaoru Hirota |
| Paper: | pp. 1044-1051 | ||
| Research on Multi-Channel Semantic Fusion Classification Model |
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| Di Yang, Ningjia Qiu, Lin Cong, and Huamin Yang |
| Paper: | pp. 1052-1062 | ||
| Improved Two-Stage Spectrum Sensing for Cognitive Radio Networks |
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| Fidel Wasonga, Thomas O. Olwal, and Adnan Abu-Mahfouz |
| Paper: | pp. 1063-1072 | ||
| Enhanced Intersystem Handover Algorithm for Heterogeneous Wireless Networks |
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| Topside E. Mathonsi, Okuthe P. Kogeda, and Thomas O. Olwal |
| Paper: | pp. 1073-1079 | ||
| FCMLSM Segmentation of Micro-Vessels in Slight Defocused Microscopic Images |
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| Zhongming Luo, Yu Zhang, Zixuan Zhou, Xuan Bi, Haibin Wu, and Zhentao Xin |
| Paper: | pp. 1080-1088 | ||
| Effects of Shape Characteristics on Tactile Sensing Recognition and Brain Activation |
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| Hidenori Sakaniwa, Stephanie Sutoko, Akiko Obata, Hirokazu Atsumori, Nobuhiro Fukuda, Masashi Kiguchi, and Akihiko Kandori |
| Paper: | pp. 1089-1097 | ||
| Expression and Identification of Confidence Based on Individual Verbal and Non-Verbal Features in Human-Robot Interaction |
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| Youdi Li, Wei Fen Hsieh, Eri Sato-Shimokawara, and Toru Yamaguchi |
No.5
(Sep)
Regular papers
Regular Papers
| Short Paper: | pp. 805-809 | ||
| Image Encryption Algorithm Based on a Hyperchaotic System and Fractional Fourier Transform |
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| Yang Liu |
| Paper: | pp. 810-822 | ||
| Discrete Adaptive Control with Multiple-Step-Guess Estimation for Brushless DC Motor |
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| Guirong Shao, Minling Zhu, Hongbin Ma, and Xinghong Zhang |
| Paper: | pp. 823-830 | ||
| Asymmetric MF-DCCA Method Based on Fluctuation Conduction and its Application in Air Pollution in Hangzhou |
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| Chaohui Xiang, Xiaozhen Hao, Wenhui Wang, and Zhenlong Chen |
| Paper: | pp. 831-837 | ||
| Solving the Time-Varying Cobb-Douglas Production Function Using a Varying-Coefficient Quantile Regression Model |
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| Shangfeng Zhang, Jiani Zhu, Qi Fang, Yaoxin Liu, Siwa Xu, and Ming-Hsueh Tsai |
| Paper: | pp. 838-846 | ||
| Neural Network Based Online Anthropomorphic Performance Decision-Making Approach for Dual-Arm Dulcimer Playing Robot |
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| Ting Fei, Xin Chen, and Li Zhou |
| Paper: | pp. 847-855 | ||
| Combination of Improved OGY and Guiding Orbit Method for Chaos Control |
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| Lingzhi Yi, Yue Liu, and Wenxin Yu |
| Paper: | pp. 856-863 | ||
| Scalable Blockchain Protocol Based on Proof of Stake and Sharding |
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| Yuefei Gao, Shin Kawai, and Hajime Nobuhara |
| Paper: | pp. 864-873 | ||
| Study on Collaborative Filtering Recommendation Model Fusing User Reviews |
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| Heyong Wang, Ming Hong, and Jinjiong Lan |
| Paper: | pp. 874-882 | ||
| Feature Extraction of Mild Cognitive Impairment Using a Dual-Task of Drawing and Counting Test |
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| Katsuya Fujiwara, Hidenori Kano, and Kazutaka Mitobe |
| Paper: | pp. 883-890 | ||
| Emotion Recognition Based on Multi-Composition Deep Forest and Transferred Convolutional Neural Network |
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| Xiaobo Liu, Xu Yin, Min Wang, Yaoming Cai, and Guang Qi |
| Letter: | pp. 891-897 | ||
| Evaluation Method for Complex Electromagnetic Environment |
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| Yan Li, Yigang He, and Baiqiang Yin |
| Paper: | pp. 898-908 | ||
| A Secure Virtual Machine Allocation Strategy Against Co-Resident Attacks |
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| Hefei Jia, Xu Liu, Xiaoqiang Di, Hui Qi, Binbin Cai, Jinqing Li, Huamin Yang, and Jianping Zhao |
| Paper: | pp. 909-919 | ||
| Global Thresholding for Scene Understanding Towards Autonomous Drone Navigation |
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| Alvin Wai Chung Lee, Suet-Peng Yong, and Junzo Watada |
| Paper: | pp. 920-927 | ||
| Developing End-to-End Control Policies for Robotic Swarms Using Deep Q-learning |
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| Yufei Wei, Xiaotong Nie, Motoaki Hiraga, Kazuhiro Ohkura, and Zlatan Car |
| Paper: | pp. 928-938 | ||
| MR-AntMiner: A Novel MapReduce Classification Rule Discovery with Ant Colony Intelligence |
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| Yun Kong, Junsan Zhao, Na Dong, Yilin Lin, Lei Yuan, and Guoping Chen |
| Paper: | pp. 939-946 | ||
| Joint Graph Regularization in a Homogeneous Subspace for Cross-Media Retrieval |
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| Yudan Qi and Huaxiang Zhang |
| Paper: | pp. 947-955 | ||
| Efficient Corpus Creation Method for NLU Using Interview with Probing Questions |
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| Kazuaki Shima, Takeshi Homma, Masataka Motohashi, Rintaro Ikeshita, Hiroaki Kokubo, Yasunari Obuchi, and Jinhua She |
| Paper: | pp. 956-961 | ||
| A Parallel Algorithm for Mining Non-Redundant Recurrent Rules from a Sequence Database |
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| Seung-Yong Yoon and Hirohisa Seki |
No.4
(Jul)
Regular papers
Regular Papers
| Paper: | pp. 619-624 | ||
| Dynamic Analysis of sRNA Regulated Quorum Sensing Network |
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||
| Qicheng Mei, Feng Liu, Jinhua She, and Fenglan Sun |
| Paper: | pp. 625-633 | ||
| Disparity Optimization Algorithm for Stereo Matching Using Improved Guided Filter |
|
||
| Yanyan Xu, Xiangyang Xu, and Rui Yu |
| Paper: | pp. 634-640 | ||
| Storage-Optimization Method for Massive Small Files of Agricultural Resources Based on Hadoop |
|
||
| Jun Liu |
| Paper: | pp. 641-648 | ||
| Forecasting Realized Volatility in Financial Markets Based on a Time-Varying Non-Parametric Model |
|
||
| Wentao Gu, Zhongdi Liu, Cui Dong, Jian He, and Ming-Chuan Hsieh |
| Paper: | pp. 649-657 | ||
| The Impact of FDI on Entrepreneurship in European Countries: Mechanism and Strength |
|
||
| Qiuqin He and Tsung-Kuo Tien-Liu |
| Paper: | pp. 658-666 | ||
| Explaining Disparities in AH Stock Premium Returns with Chinese Economic Policy Uncertainty: Evidence Based on a Non-Parametric Analysis |
|
||
| Mohib Ur Rahman, Bing Xu, Yuan Xiao, and Wen-Tsung Lai |
| Paper: | pp. 667-677 | ||
| Impact of Economic Policy Uncertainty on the Distribution of China’s Stock Returns: An External Perspective |
|
||
| Yanyun Yao, Haijing Yu, Huimin Wang, and Tsung-Kuo Tien-Liu |
| Paper: | pp. 678-685 | ||
| Influencing Mechanism of Patent Alliance on Technical Innovation from Network Effects Perspective |
|
||
| Jing Hu, Yueyi Zhang, Yilin Wang, and Yi-Wen Chiu |
| Paper: | pp. 686-694 | ||
| Modeling the Effects of Coordinating Macro-Prudential Rule and Monetary Policy |
|
||
| Xiaowen Hu, Chengchen Hu, Zhixiang Tang, and Zhen Li |
| Paper: | pp. 695-704 | ||
| Object-Oriented 3D Semantic Mapping Based on Instance Segmentation |
|
||
| Jinxin Chi, Hao Wu, and Guohui Tian |
| Paper: | pp. 705-714 | ||
| Scalable Change Detection Using Place-Specific Compressive Change Classifiers |
|
||
| Kanji Tanaka |
| Letter: | pp. 715-718 | ||
| Index-Based Notation for Random Variable and Probability Space |
|
||
| Hiroki Shibata and Yasufumi Takama |
| Paper: | pp. 719-725 | ||
| Ancient Chinese Sentence Segmentation Based on Bidirectional LSTM+CRF Model |
|
||
| Hongbin Wang, Haibing Wei, Jianyi Guo, and Liang Cheng |
| Paper: | pp. 726-734 | ||
| Quantum Implementation of Powell’s Conjugate Direction Method |
|
||
| Kehan Chen, Fei Yan, Kaoru Hirota, and Jianping Zhao |
| Paper: | pp. 735-742 | ||
| Optical Flow for Real-Time Human Detection and Action Recognition Based on CNN Classifiers |
|
||
| Satoshi Hoshino and Kyohei Niimura |
| Paper: | pp. 743-748 | ||
| Bifurcation Analysis and Impulsive Control of Genetic Regulatory Networks with Multi Delays |
|
||
| Feng Liu, Jie Ren, Ting Dong, and Shiqi Zheng |
| Paper: | pp. 749-757 | ||
| Estimation of Object Motion State Based on Adaptive Decorrelation Kalman Filtering |
|
||
| Xinmei Wang, Leimin Wang, Longsheng Wei, and Feng Liu |
| Paper: | pp. 758-766 | ||
| Designation of Candidate Solutions in Differential Evolution Based on Bandit Algorithm and its Evaluation |
|
||
| Masaya Sakakibara, Akira Notsu, Seiki Ubukata, and Katsuhiro Honda |
| Paper: | pp. 767-774 | ||
| An Objective Indicator Focused on the Symmetrical Movements of the Arms to Assess Gait Stability |
|
||
| Yuki Azuma, Kouki Nagamune, and Ryosuke Kuroda |
| Paper: | pp. 775-781 | ||
| Mining Association Rules on Enrollment Information of Higher Vocational Colleges Using the Apriori Algorithm |
|
||
| Tao Li |
| Paper: | pp. 782-790 | ||
| Real-Time Optical Music Recognition System for Dulcimer Musical Robot |
|
||
| Zhe Xiao, Xin Chen, and Li Zhou |
| Paper: | pp. 791-799 | ||
| Real-Time Performance Evaluation of the Combustion Process of Coke Oven |
|
||
| Qi Lei and Di Zhu |
No.3
(May)
Regular papers
Regular Papers
| Short Paper: | pp. 385-389 | ||
| The State Monitoring Method of Electronic Voltage Transformer Based on L-M Algorithm |
|
||
| Han Lian |
| Paper: | pp. 390-395 | ||
| The Discussion on Interior Design Mode Based on 3D Virtual Vision Technology |
|
||
| Yanxing Zhang, Lei Li, and Beibei Liu |
| Paper: | pp. 396-401 | ||
| Deep Learning SDN Intrusion Detection Scheme Based on TW-Pooling |
|
||
| Qingyue Meng, Shihui Zheng, and Yongmei Cai |
| Paper: | pp. 402-413 | ||
| Efficient Mining Recurring Patterns of Inter-Transaction in Time Series |
|
||
| Siriluck Lorpunmanee and Suwatchai Kamonsantiroj |
| Paper: | pp. 414-420 | ||
| SAR Target Recognition via Joint Classification of Monogenic Components with Discrimination Analysis |
|
||
| Zhenyu Zhang |
| Paper: | pp. 421-426 | ||
| Correlation Coefficients of Refined-Single Valued Neutrosophic Sets and Their Applications in Multiple Attribute Decision-Making |
|
||
| Changxing Fan |
| Paper: | pp. 427-436 | ||
| Improving GNSS Navigation and Control with Electronic Compass in Unmanned System |
|
||
| Xi Han, Xiaolin Zhang, and Yuansheng Liu |
| Paper: | pp. 437-443 | ||
| A Kansei-Based Sound Modulation System for Musical Instruments by Using Neural Networks |
|
||
| Daisuke Tanaka, Ryuto Suzuki, and Shigeru Kato |
| Paper: | pp. 444-455 | ||
| Combining 2D Gabor and Local Binary Pattern for Facial Expression Recognition Using Extreme Learning Machine |
|
||
| Zhen-Tao Liu, Si-Han Li, Wei-Hua Cao, Dan-Yun Li, Man Hao, and Ri Zhang |
| Paper: | pp. 456-464 | ||
| Analysis of Water Quality Conditions of Lake Hachiroko Using Fuzzy C-Means |
|
||
| Kai Matsui, Yoichi Kageyama, and Hiroshi Yokoyama |
| Paper: | pp. 465-473 | ||
| Improvement of Face Recognition with Gabor, PCA, and SVM Under Complex Illumination Conditions |
|
||
| Liyun Zhuang and Yepeng Guan |
| Paper: | pp. 474-484 | ||
| Crystalizing Effect of Simulated Annealing on Boltzmann Machine |
|
||
| Hiroki Shibata, Hiroshi Ishikawa, and Yasufumi Takama |
| Paper: | pp. 485-492 | ||
| Regularized Fuzzy c-Means Clustering and its Behavior at Point of Infinity |
|
||
| Yuchi Kanzawa and Sadaaki Miyamoto |
| Paper: | pp. 493-501 | ||
| Collaborative Filtering Using Fuzzy Clustering for Categorical Multivariate Data Based on q-Divergence |
|
||
| Tadafumi Kondo and Yuchi Kanzawa |
| Paper: | pp. 502-511 | ||
| Intelligent Measurement of Spinal Curvature Using Cascade Gentle AdaBoost Classifier and Region-Based DRLSE |
|
||
| Liyuan Zhang, Jiashi Zhao, Zhengang Jiang, and Huamin Yang |
| Paper: | pp. 512-518 | ||
| Emotion Prediction and Cause Analysis Considering Spatio-Temporal Distribution |
|
||
| Saki Kitaoka and Takashi Hasuike |
| Paper: | pp. 519-527 | ||
| Human Posture Recognition for Estimation of Human Body Condition |
|
||
| Wei Quan, Jinseok Woo, Yuichiro Toda, and Naoyuki Kubota |
| Paper: | pp. 528-535 | ||
| A Fuzzy Inference-Based Spiking Neural Network for Behavior Estimation in Elderly Health Care System |
|
||
| Shuai Shao and Naoyuki Kubota |
| Paper: | pp. 536-545 | ||
| Causal Relationship Between FDI Flow and Technological Innovation in China and Japan |
|
||
| Chengkun Liu, Xiuwu Zhang, and Takashi Tamamine |
| Paper: | pp. 555-560 | ||
| Comparison of Risk Aversity for Two Utility Functions on ℝ2 |
|
||
| Yuji Yoshida |
| Paper: | pp. 561-570 | ||
| Fuzzy Clustering Method for Spherical Data Based on q-Divergence |
|
||
| Masayuki Higashi, Tadafumi Kondo, and Yuchi Kanzawa |
| Paper: | pp. 571-576 | ||
| Kernel Fuzzy c-Regression Based on Least Absolute Deviation with Modified Huber Function |
|
||
| Yusuke Oi and Yasunori Endo |
| Paper: | pp. 577-583 | ||
| Cluster Validity Measures Based Agglomerative Hierarchical Clustering for Network Data |
|
||
| Yukihiro Hamasuna, Shusuke Nakano, Ryo Ozaki, and Yasunori Endo |
| Paper: | pp. 584-591 | ||
| Nonverbal Communication Based on Instructed Learning for Socially Embedded Robot Partners |
|
||
| Ryosuke Tanaka, Jinseok Woo, and Naoyuki Kubota |
| Paper: | pp. 602-610 | ||
| Design of Modified Repetitive Controller for T–S Fuzzy Systems |
|
||
| Manli Zhang, Min Wu, Luefeng Chen, and Pan Yu |
No.2
(Mar)
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part III
Regular Papers
| Paper: | pp. 165-174 | ||
| Unscented Kalman Filtering for Nonlinear Systems with Colored Measurement Noises and One-Step Randomly Delayed Measurements |
|
||
| Xinmei Wang, Zhenzhu Liu, Feng Liu, and Wei Liu |
| Paper: | pp. 175-182 | ||
| Feature Extraction of Foam Nickel Surface Based on Multi-Scale Texture Analysis |
|
||
| Jianqi Li, Binfang Cao, Fangyan Nie, and Minhan Zhu |
| Paper: | pp. 183-195 | ||
| Interaction Forces Identification Modeling and Tracking Control for Rehabilitative Training Walker |
|
||
| Ping Sun, Wenjiao Zhang, Shuoyu Wang, and Hongbin Chang |
| Paper: | pp. 196-208 | ||
| Changes in Body Representation of the Human Upper Limb as a Function of Movement and Visual Hand Position |
|
||
| Shunsuke Hamasaki, Qi An, Wen Wen, Yusuke Tamura, Hiroshi Yamakawa, Satoshi Unenaka, Satoshi Shibuya, Yukari Ohki, Atsushi Yamashita, and Hajime Asama |
| Paper: | pp. 209-218 | ||
| Energy-Aware Virtual Data Center Migration |
|
||
| Xiao Ma, Zhongbao Zhang, and Sen Su |
| Paper: | pp. 219-228 | ||
| Parameter Learning for an Intuitionistic Fuzzy Belief Rule-Based Systems Based on Weight and Reliability |
|
||
| Yanni Wang |
| Paper: | pp. 229-235 | ||
| Multi-Objective Optimization for Gas Distribution in Continuous Annealing Process |
|
||
| Yongyue Zhang, Weihua Cao, and Qilin Qu |
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part III
| Short Paper: | pp. 237-241 | ||
| Trajectory Tracking and Control Algorithm for Precision Parallel Robot |
|
||
| Shanshan Chen |
| Paper: | pp. 242-247 | ||
| Extension Priority Evaluation Extension Model for Quality Evaluation of Innovation and Entrepreneurship Education |
|
||
| Yingying Zhou and Leilei Wu |
| Short Paper: | pp. 248-252 | ||
| A Recovery Method of Data Lost in Network Communication |
|
||
| Bo Zhang |
| Paper: | pp. 253-260 | ||
| Customer Value Co-Creation Behavior Effects on Online Purchase Intention |
|
||
| Yaqin Liu and Xinxing Luo |
| Paper: | pp. 261-267 | ||
| A Sketch Recognition Algorithm Based on Bayesian Network and Convolution Neural Network |
|
||
| Xiang Hou |
| Paper: | pp. 268-273 | ||
| Research on Policy Text Clustering Algorithm Based on LDA-Gibbs Model |
|
||
| Haiqun Ma and Tao Zhang |
| Paper: | pp. 274-281 | ||
| A Common Spatial Pattern and Wavelet Packet Decomposition Combined Method for EEG-Based Emotion Recognition |
|
||
| Jingxia Chen, Dongmei Jiang, and Yanning Zhang |
| Short Paper: | pp. 282-286 | ||
| Robot Navigation Algorithm Based on Sensor Technology and Iterative Maximum a Posteriori Estimation |
|
||
| Na Zheng, Yanli Du, and Qinghua Bai |
| Paper: | pp. 287-292 | ||
| Adaptive Energy Control Strategy for a Hybrid Energy Storage System in a DC Micro-Grid of an Unmanned Surface Vehicle |
|
||
| Zhongjiu Zheng, Yujia Xu, Ning Wang, and Hong Zhao |
| Paper: | pp. 293-299 | ||
| Application of Decision Making Algorithm for Green Electromechanical Product Design Optimization |
|
||
| Yi Zhang and Qinghui Meng |
| Short Paper: | pp. 300-304 | ||
| Prediction and Demonstration of Coupling Development for Regional Logistics Economic Environment System |
|
||
| Jinxin Yao and Man Ye |
| Short Paper: | pp. 305-308 | ||
| The Application of A-CNN in Crowd Counting of Scenic Spots |
|
||
| Wanli Luo and Jialiang Wang |
| Short Paper: | pp. 309-312 | ||
| An Improved Immune Clone Algorithm Logistics Delivery Strategy |
|
||
| Yan Song Tan |
| Paper: | pp. 317-322 | ||
| Lean Rate of Posts in Different Departments Based on ANP Method |
|
||
| Le Yang, Guozhang Jiang, Gongfa Li, and Xiaowu Chen |
| Short Paper: | pp. 323-327 | ||
| A Correlation Evaluation Method for Complex Objects |
|
||
| Huan Wang, Qingyuan Meng, Min Ouyang, and Ruishi Liang |
| Paper: | pp. 334-339 | ||
| Design of Laser Rangefinder for Obstacle Avoidance of Intelligent Robot in Cloud Computing Environment |
|
||
| Li Pan |
| Short Paper: | pp. 340-344 | ||
| Efficient Prediction Method of Defect of Monitor Configuration Software |
|
||
| Yan Wang |
| Paper: | pp. 345-350 | ||
| Research on the Method of Robot Arm Trajectory Planning Under Chaos Control |
|
||
| Zebin Li and Jiangdong Zhao |
| Short Paper: | pp. 351-355 | ||
| Object Contour Tracking Algorithm of Infrared Image Under Complex Background |
|
||
| Zheng-Ben Zhang and Yu-Fen Wang |
| Paper: | pp. 356-361 | ||
| Optimization of Load Balancing Scheduling Model for Cloud Computing Resources in Abnormal Network Environment |
|
||
| Xin Liu |
| Short Paper: | pp. 362-365 | ||
| Massive Data Mining Algorithm for Web Text Based on Clustering Algorithm |
|
||
| Nan-Chao Luo |
| Short Paper: | pp. 366-369 | ||
| Face Recognition Algorithm Based on 3D Point Cloud Acquired by Mixed Image Sensor |
|
||
| Tang-Tang Yi |
No.1
(Jan)
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part II
Regular Papers
| Paper: | pp. 5-17 | ||
| Computational Comparison of Major Proposed Methods for Graph Partitioning Problem |
|
||
| Helmi Md Rais, Saad Adnan Abed, and Junzo Watada |
| Paper: | pp. 18-24 | ||
| Evaluation of Vital Data by Presenting Feeling of Presence Using Modulated Infrared Rays |
|
||
| Hidenori Sakaniwa |
| Paper: | pp. 25-33 | ||
| A Dynamic Recommender System with Fused Time and Location Factors |
|
||
| Xinhua Wang, Peng Yin, Yukai Gao, and Lei Guo |
| Paper: | pp. 34-41 | ||
| Noise Removal Method for Unmanned Aerial Vehicle Data to Estimate Water Quality of Miharu Dam Reservoir, Japan |
|
||
| Shin Totsuka, Yoichi Kageyama, Masato Ishikawa, Bunyu Kobori, and Daisuke Nagamoto |
| Paper: | pp. 42-51 | ||
| TSV Manufacturing Fault Modeling and Diagnosis Based on Multi-Tone Dither |
|
||
| Yuling Shang, Min Tan, Chunquan Li, and Liyuan Sun |
| Paper: | pp. 52-59 | ||
| Proposing an Online Testing Method for Gradual Migration of Information and Control System |
|
||
| Junichi Toyouchi, Kojin Yano, and Takao Terano |
| Paper: | pp. 60-66 | ||
| Analog Value Associative Memory Using Restricted Boltzmann Machine |
|
||
| Yuichiro Tsutsui and Masafumi Hagiwara |
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part II
| Short Paper: | pp. 67-71 | ||
| Intelligent Control Technology of Ultra-High Voltage Grid |
|
||
| Yan Li |
| Paper: | pp. 72-77 | ||
| Research on Key Technologies of Massive Videos Management Under the Background of Cloud Platform |
|
||
| Lin Jin and Changhong Yan |
| Paper: | pp. 78-83 | ||
| Data Equilibrium Method of Distributed Parallel Database Under High Load |
|
||
| Dingxiang Zhang |
| Paper: | pp. 84-90 | ||
| Optimization of Orthogonal MSK Waveforms for Active Sonar Using Genetic Algorithm |
|
||
| Dali Liu, Lei Li, and Xinhong Chen |
| Paper: | pp. 91-96 | ||
| Impact of E-Commerce Website Usability on User Satisfaction |
|
||
| Min Shi and Hong Yuan |
| Short Paper: | pp. 97-101 | ||
| The Framework of Passable Region Recognition Based on Vanish-Line |
|
||
| Xintian Cheng |
| Short Paper: | pp. 102-106 | ||
| Research on New and Old Kinetic Energy Transformation Supported by Smart City Construction in Big Data Era |
|
||
| Liping Wei and Yannian Hu |
| Paper: | pp. 107-113 | ||
| SAR Image Denoising Algorithm Based on Bayes Wavelet Shrinkage and Fast Guided Filter |
|
||
| Xiu Jie Yang and Ping Chen |
| Short Paper: | pp. 114-118 | ||
| Simulated Analysis of Modeling of Driving Behavior Characteristics Based on Satellite Positioning Data |
|
||
| Pei Xie and Lei Deng |
| Short Paper: | pp. 124-128 | ||
| Research on Communication Scheduling Algorithm for Smart Home in Internet of Things Under Cloud Computing |
|
||
| Jie Zhang and Mantao Wang |
| Short Paper: | pp. 129-133 | ||
| Optimization of Intelligent Data Mining Technology in Big Data Environment |
|
||
| Wei Wang |
| Short Paper: | pp. 134-138 | ||
| New Application of the Hybrid Localization Algorithm of TDOA and AOA |
|
||
| Nanchao Luo |
| Paper: | pp. 139-145 | ||
| Development and Application of Sports Video Analysis Platform in Sports Training |
|
||
| Shanshan Pu |
| Paper: | pp. 146-152 | ||
| Design and Implementation of Monitoring System for Extracurricular Physical Exercise Based on Energy Consumption Measurement |
|
||
| Xisen Cheng, Liming Zhu, and Zhimin Zhao |
| Short Paper: | pp. 153-157 | ||
| Research on Multiband Packet Fusion Algorithm for Hyperspectral Remote Sensing Images |
|
||
| Cai Zhao |
Vol.22 (2018)
No.7
(Nov)
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part I
Regular Papers
| Paper: | pp. 1009-1015 | ||
| The Macroeconomic Effect of Disaster Shocks in MRS-DSGE Models |
|
||
| Shangfeng Zhang, Siwa Xu, Xiaohui Luo, Yue Sun, Yinan Yang, and Bing Xu |
| Paper: | pp. 1016-1025 | ||
| Modeling the Momentum Effect in Stock Markets to Propose a New Portfolio Algorithm |
|
||
| Kazunori Umino, Takamasa Kikuchi, Masaaki Kunigami, Takashi Yamada, and Takao Terano |
| Paper: | pp. 1026-1036 | ||
| Agent-Based Simulation of Financial Institution Investment Strategy Under Easing Monetary Policy for Operative Collapses |
|
||
| Takamasa Kikuchi, Masaaki Kunigami, Takashi Yamada, Hiroshi Takahashi, and Takao Terano |
| Paper: | pp. 1037-1045 | ||
| An Uncertain Supply Chain Problem with Sales Effort |
|
||
| Lengceng Gao and Jiayu Shen |
| Paper: | pp. 1046-1055 | ||
| Data Mining for Discovering Effective Time-Series Transition of Learning Strategies on Mutual Viewing-Based Learning |
|
||
| Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, and Hirotaka Takahashi |
| Review: | pp. 1056-1064 | ||
| Human Detection in Intelligent Video Surveillance: A Review |
|
||
| Li Hou, Qi Liu, Zhenhai Chen, and Jun Xu |
| Paper: | pp. 1065-1070 | ||
| Control Technology for Power Resources Based on Improved Q Learning Algorithm for Automated Intelligent Control |
|
||
| Run Ma |
Special Issue on Mobile Multimedia Big Data Embedded Systems: Part I
| Editorial: | p. 1071 | |
| Mobile Multimedia Big Data Embedded Systems |
| |
| Gelan Yang and James Nightingale | ||
We are now living in an era of multimedia data. The past decades have witnessed an unprecedented upsurge in “big data” in China. Mobile multimedia devices are becoming mainstream, promoting the conversion of big data technologies into practices. The deployment of big data provides people with great opportunities to deal with what were formerly great challenges. Against this background, research is ongoing to explore further possibilities in mobile multimedia developing. Mobile Multimedia Big Data Embedded Systems are transforming science, engineering, healthcare, medicine, finance, business, and ultimately our society itself. This special issue focuses on the state-of-the-art initiatives and the great promise in this field. We thank all of the authors who submitted papers for this special section. We are also highly appreciative of the reviewers who provided valuable review feedback on the submissions. The editor hopes that this special issue will attract researchers’ interest and contribute to further developments in this field. | ||
| Short Paper: | pp. 1072-1076 | ||
| The Image Restoration Method Based on Patch Sparsity Propagation in Big Data Environment |
|
||
| Kun Ling Wang |
| Short Paper: | pp. 1077-1081 | ||
| High-Speed Serial Data Transmission Error Control Based on Fuzzy Classification |
|
||
| Zhimin Zhang |
| Paper: | pp. 1082-1087 | ||
| Demand Prediction of Cold Chain Logistics Under B2C E-Commerce Model |
|
||
| Shen-Xiang Wang and Cheng-Yan Wei |
| Short Paper: | pp. 1088-1092 | ||
| Rapid Feature Retrieval Method in Large-Scale Image Database |
|
||
| Fei Gao |
| Paper: | pp. 1093-1098 | ||
| Index Design and Model Construction of Accounting Information Disclosure of Universities Based on Analytic Hierarchy Process |
|
||
| Liying He and Wenbin Chen |
| Short Paper: | pp. 1104-1108 | ||
| Research on Solid Waste Transfer Strategy Based on Internet of Things |
|
||
| Ming Jiang and Zhenyu Liu |
| Short Paper: | pp. 1109-1113 | ||
| Current Control Method in Doubly Fed Induction Generator Under Low Switching Frequency |
|
||
| Peng Xie |
| Paper: | pp. 1114-1119 | ||
| Soft Fault Detection Algorithms for Multi-Parallel Data Streams Under the Cloud Computing |
|
||
| Hongbing Meng |
| Paper: | pp. 1120-1125 | ||
| Tomato Yield Estimation Based on Object Detection |
|
||
| Jun Liu |
No.6
(Oct)
Regular papers
Regular Papers
| Paper: | pp. 793-799 | ||
| Effective and Sustainable Strategy of Chinese Banks Based on Input-Output Increased DEA Design |
|
||
| Zui Yi Shen, Bing Xu, and Mohib Ur Rahman |
| Paper: | pp. 800-808 | ||
| Utilization and Balance in Channel Assignment for Rural Wireless Mesh Networks |
|
||
| Chang Fang, Zhifang Feng, and Chao Zuo |
| Paper: | pp. 809-816 | ||
| Hedonic Price Ripple Effect and Consumer Choice: Evidence from New Homes |
|
||
| Guangtong Gu |
| Paper: | pp. 817-822 | ||
| Advertising and Pricing Decisions with Reference Price Effect |
|
||
| Erfeng Zhou, Tinglong Zhang, Lei Ni, and Chang Fang |
| Paper: | pp. 823-830 | ||
| The Diffusion of Explicit and Tacit Knowledge in Complex Networks |
|
||
| Bing Zhu and Wenping Wang |
| Paper: | pp. 831-837 | ||
| Forecasting Stock Returns Based on a Time-Varying Factor Weighted Density Model |
|
||
| Wentao Gu, Yongwei Yang, and Zhenshan Liu |
| Paper: | pp. 838-845 | ||
| Comparative Analysis of Risk Assessment for Technical Standards Alliance Based on BP Neural Network and Fuzzy AHP Methods |
|
||
| Jing Hu, Lijun Zhou, and Yilin Wang |
| Paper: | pp. 846-852 | ||
| Modeling the Effect of Interest Rate Uncertainty on Residents’ Consumption – Based on a DSGE Model Embedded Stochastic Volatility |
|
||
| Xiaowen Hu, Chengchen Hu, and Yiyu Yao |
| Paper: | pp. 853-860 | ||
| Research on the Relationship Between EM and NVP – Exploring the Moderating Role of EU |
|
||
| Lidong Zhu and Hui Zhang |
| Paper: | pp. 861-868 | ||
| Localization of Substation Fittings Based on a Stereo Vision Method |
|
||
| Tao Wang, Xin Chen, Chang Tan, and Hao Fu |
| Paper: | pp. 869-874 | ||
| Improving Street Object Detection Using Transfer Learning: From Generic Model to Specific Model |
|
||
| Wei Liu, Shu Chen, and Longsheng Wei |
| Paper: | pp. 883-899 | ||
| Noise Reduction with Inference Based on Fuzzy Rule Interpolation at an Infinite Number of Activating Points: Toward Fuzzy Rule Learning in a Unified Inference Platform |
|
||
| Kiyohiko Uehara and Kaoru Hirota |
| Paper: | pp. 900-906 | ||
| Simultaneous Forecasting of Meteorological Data Based on a Self-Organizing Incremental Neural Network |
|
||
| Wonjik Kim and Osamu Hasegawa |
| Paper: | pp. 907-914 | ||
| Novel Discriminative Method for Illegal Parking and Abandoned Objects |
|
||
| Xuan Wang, Huansheng Song, Yong Fang, and Hua Cui |
| Paper: | pp. 915-923 | ||
| Deformable Map Matching to Handle Uncertain Loop-Less Maps |
|
||
| Kanji Tanaka |
| Paper: | pp. 924-932 | ||
| Microwave Filter Modeling and Intelligent Tuning |
|
||
| Shengbiao Wu, Weihua Cao, Min Wu, and Can Liu |
| Paper: | pp. 933-942 | ||
| Effects of Trade Environment in Decentralized Inter-Organizational Business Structures Through Agent Simulation |
|
||
| Taisei Mukai and Takao Terano |
| Paper: | pp. 943-955 | ||
| Analysis of Influence Factors for Learning Outcomes with Bayesian Network |
|
||
| Kazushi Okamoto |
| Paper: | pp. 956-964 | ||
| Rough Set-Based Clustering Utilizing Probabilistic Memberships |
|
||
| Seiki Ubukata, Hiroki Kato, Akira Notsu, and Katsuhiro Honda |
| Paper: | pp. 965-977 | ||
| Humanoid Robot Motion Modeling Based on Time-Series Data Using Kernel PCA and Gaussian Process Dynamical Models |
|
||
| Jian Mi and Yasutake Takahashi |
| Paper: | pp. 978-988 | ||
| Research on the Price of Online Short-Term Rental Rooms Based on Fusion of User Reviews |
|
||
| Heyong Wang and Rong Cui |
| Paper: | pp. 989-997 | ||
| A Socially Interactive Robot Partner Using Content-Based Conversation System for Information Support |
|
||
| Jinseok Woo, János Botzheim, and Naoyuki Kubota |
No.5
(Sep)
Special Issue on the Power of Fuzzy—Dedicated to the Father of Fuzzy Logic
Regular Papers
| Paper: | pp. 585-592 | ||
| Visual Co-Cluster Assessment with Intuitive Cluster Validation Through Cooccurrence-Sensitive Ordering |
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| Katsuhiro Honda, Takuya Sako, Seiki Ubukata, and Akira Notsu |
| Paper: | pp. 593-601 | ||
| Research on Moving Target Tracking Algorithm Based on Lidar and Visual Fusion |
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| Xiaoxiao Guo, Yuansheng Liu, Qixue Zhong, and Mengna Chai |
| Paper: | pp. 602-610 | ||
| Dynamic Obstacle Detection and Tracking Based on 3D Lidar |
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| Qixue Zhong, Yuansheng Liu, Xiaoxiao Guo, and Lijun Ren |
| Paper: | pp. 611-620 | ||
| Modality-Reconstructed Cross-Media Retrieval via Sparse Neural Networks Pre-Trained by Restricted Boltzmann Machines |
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| Bin Zhang, Huaxiang Zhang, Jiande Sun, Zhenhua Wang, Hongchen Wu, and Xiao Dong |
| Paper: | pp. 621-628 | ||
| Evolutionary Acquisition of Autonomous Specialization in a Path-Formation Task of a Robotic Swarm |
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| Motoaki Hiraga, Toshiyuki Yasuda, and Kazuhiro Ohkura |
| Paper: | pp. 629-639 | ||
| Stability Regions of Nonlinear LCL-Filtered Converter with Converter-Current-Feedback Control Without Damping |
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| Qingyi Wang, Xuefen Wang, Min Ding, Quan Yin, and Haichun Li |
| Paper: | pp. 640-653 | ||
| Study on the Adaptation with Learning About the Environment: The Case of Post-Acquisition Integration |
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| Jing Su, Mohsen Jafari Songhori, and Takao Terano |
| Paper: | pp. 666-673 | ||
| Analysis of Temperature and q-Parameter Dependency of FCM with Tsallis Entropy Maximization |
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| Makoto Yasuda |
| Paper: | pp. 674-682 | ||
| An Underactuated Prosthetic Hand with Coupled Metacarpophalangeal Joints |
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| Ang Ke, Jian Huang, and Jiping He |
| Paper: | pp. 683-688 | ||
| Influence of Object Detection in Deep Learning |
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| Rui Yu, Xiangyang Xu, and Zhigang Wang |
| Paper: | pp. 689-698 | ||
| A Filter of Minhash for Image Similarity Measures |
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| Jun Long, Qunfeng Liu, Xinpan Yuan, Chengyuan Zhang, and Junfeng Liu |
| Paper: | pp. 711-717 | ||
| A Comparative Sensor Based Multi-Classes Neural Network Classifications for Human Activity Recognition |
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| Ramtin Aminpour and Elmer Dadios |
| Paper: | pp. 725-730 | ||
| Blind Image Quality Assessment Based on Natural Statistics of Double-Opponency |
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| Edwin Sybingco and Elmer P. Dadios |
| Paper: | pp. 731-737 | ||
| Impression Space Analysis of Local Mascot Characters for Regional Promotion |
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| Hiroyuki Inoue and Yuma Fujisaki |
Special Issue on the Power of Fuzzy—Dedicated to the Father of Fuzzy Logic
| Editorial: | p. 739 | |
| the Power of Fuzzy—Dedicated to the Father of Fuzzy Logic |
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| Yutaka Hata, Shoji Kobashi, and Hiroshi Nakajima | ||
On September 6, 2017, we lost a great researcher, Prof. Lotfi A. Zadeh, the one who introduced one of the most important mathematical concepts that gets a good rapport with reality. “Fuzzy Sets” was the paper he published in 1965. Many researchers and practitioners of mathematics, science, engineering, medicine, and economics found it fascinating. In Japan, consumer electronics incorporating ambiguity in human thought and behavior became popular. As these products became big topics, the term “fuzzy” also became popular in the 1990s. This set of papers offers a sample of the expanding development of fuzzy logic and soft computing. One review paper is written by Prof. Takeshi Yamakawa, an internationally famous fuzzy researcher of fuzzy hardware systems. Four of these papers were selected through a peer review process. One, “Design of Fuzzy Logic Controller and its Distinctive Features” by Prof. Takeshi Yamakawa, describes the design of a fuzzy logic controller and its application to controlling mouse-platform stabilization. The distinctive features of fuzzy logic control are also discussed. The first original paper, “MMMs-Induced Possibilistic Fuzzy Co-Clustering and its Characteristics” by Ubukata et al., describes an NPCCMM scheme by considering variable cluster volumes and the fuzziness degree of item memberships to investigate the specific aspects of fuzzy rather than probabilistic nature in co-clustering tasks. The second original paper, “Inner Evaluation of Writing in a Foreign Language Based on Expert Judgment for Correction” by Entani et al., proposes a method of numerically deriving each writer’s writing preference from an expert’s initial evaluation. Third, “A 3-Dimensional Fuzzy Linguistic Evaluation Model” by Suprasongsin et al., describes a new model for determining criteria weights in group decision-making problems, a model based on the concept of probabilistic linguistic terms. The fourth original paper, “Natural Language Generation Using Monte Carlo Tree Search” by Kumagai et al., proposes a method for generating simulation-based natural language. The method accounts for both building a correct syntactic structure and reflecting the given situational information as input in the sentences generated. We appreciate Prof. Takeshi Yamakawa for the excellent review of fuzzy controllers. We also thank all of the authors who submitted original articles and all of the reviewers who offered their valuable comments and suggestions. | ||
| Review: | pp. 740-746 | ||
| Design of Fuzzy Logic Controller and its Distinctive Feature |
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| Takeshi Yamakawa |
| Paper: | pp. 747-758 | ||
| MMMs-Induced Possibilistic Fuzzy Co-Clustering and its Characteristics |
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| Seiki Ubukata, Katsuya Koike, Akira Notsu, and Katsuhiro Honda |
| Paper: | pp. 759-766 | ||
| Inner Evaluation of Writing in a Foreign Language Based on Expert Judgment for Correction |
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| Tomoe Entani and Miho Isobe |
| Paper: | pp. 767-776 | ||
| A Three-Dimensional Fuzzy Linguistic Evaluation Model |
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| Sirin Suprasongsin, Van-Nam Huynh, and Pisal Yenradee |
| Paper: | pp. 777-785 | ||
| Natural Language Generation Using Monte Carlo Tree Search |
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| Kaori Kumagai, Ichiro Kobayashi, Daichi Mochihashi, Hideki Asoh, Tomoaki Nakamura, and Takayuki Nagai |
No.4
(Jul)
Special Issue on Recent Methodological Developments in Fuzzy Clustering and Related Topics
Regular Papers
| Paper: | pp. 415-428 | ||
| Motion Control of 6-DOF Manipulator Based on EtherCAT |
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| Nannan Li, Hongbin Ma, Qing Fei, Hao Zhou, Shaoke Li, and Sunjie Chen |
| Paper: | pp. 429-436 | ||
| Institutional Investors Holding, Market-Maker System, and Stock Liquidity: An Empirical Study Based on the NEEQ Market |
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| Yang Wang |
| Paper: | pp. 437-447 | ||
| Research on Innovation Knowledge Spillover Effect of China’s High-Tech Industry R&D-Base on Multidimensional Spatial Weight Matrices |
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| Xiuwu Zhang and Chengkun Liu |
| Paper: | pp. 448-456 | ||
| Conditional Distribution Prediction of Stock Returns and its Application on Risk Aversion Analysis |
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| Yanyun Yao and Bing Xu |
| Paper: | pp. 457-464 | ||
| Construction and Application of Mixed Copula Model |
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| Xueyan Pan, Guanghui Cai, and Qiulin Chen |
| Paper: | pp. 465-474 | ||
| Time Series Prediction of Tropical Storm Trajectory Using Self-Organizing Incremental Neural Networks and Error Evaluation |
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| Wonjik Kim and Osamu Hasegawa |
| Paper: | pp. 475-482 | ||
| Research on Pattern Representation Based on Keyword and Word Embedding in Chinese Entity Relation Extraction |
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| Feiyue Ye and Zhentao Qin |
| Paper: | pp. 483-490 | ||
| Research on Continuous Sign Language Sentence Recognition Algorithm Based on Weighted Key-Frame |
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| Xin-Xin Xu, Yuan-Yuan Huang, and Zuo-Jin Hu |
| Paper: | pp. 491-497 | ||
| Estimation of Position and Intensity of Multi-Light Sources Based on Specular Sphere |
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| Chao Xu, Hua Li, and Cheng Han |
| Paper: | pp. 498-505 | ||
| Fault Tolerant Predictive Control Based on Discrete-Time Sliding Mode Observer for Quadrotor UAV |
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| Qibao Shu, Pu Yang, Yuxia Wang, and Ben Ma |
| Paper: | pp. 506-513 | ||
| Analyzing Potential of Personal Values-Based User Modeling for Long Tail Item Recommendation |
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| Yasufumi Takama, Yu-Sheng Chen, Ryori Misawa, and Hiroshi Ishikawa |
| Paper: | pp. 514-522 | ||
| Long-Term Ensemble Learning for Cross-Season Visual Place Classification |
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| Xiaoxiao Fei, Kanji Tanaka, Yichu Fang, and Akitaka Takayama |
Special Issue on Recent Methodological Developments in Fuzzy Clustering and Related Topics
| Editorial: | p. 523 | |
| Recent Methodological Developments in Fuzzy Clustering and Related Topics |
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| Sadaaki Miyamoto | ||
Various applications of data analysis and their effects have been reported recently. With the remarkable progress in classification methods, one example being support vector machines, clustering as the main method of unsupervised classification has also been studied extensively. Consequently, fuzzy methods of clustering is becoming a standard technique. However, unsolved theoretical and methodological problems in fuzzy clustering remain and have to be studied more deeply. This issue collects five papers concerned with fuzzy clustering and related fields, and in all of them the main interest is methodology. Kondo and Kanzawa consider fuzzy clustering with a new objective function using q-divergence, which is a generalization of the well-known Kullback-Leibler divergence. Among different data types, they focus on categorical data. They also show the relations of different methods of fuzzy c-means. Thus, this study tends to further generalize methods of fuzzy clustering, trying to find the methodological boundaries of the capabilities of fuzzy clustering models. Kitajima, Endo, and Hamasuna propose a method of controlling cluster sizes so that the resulting clusters have an even size, which is different from the optimizing of cluster sizes dealt with in other studies. This technique enhances application fields of clustering in which cluster sizes are more important than cluster shapes. Hamasuna et al. study the validity measures of clusters for network data. Cluster validity measures are generally proposed for points in Euclidean spaces, but the authors consider the application of validity measures to network data. Several validity measures are modified and adapted to network data, and their effectiveness is examined using simple network examples. Ubukata et al. propose a new method of c-means related to rough sets, a method based on a different idea from well-known rough c-means by Lingras. Finally, Kusunoki, Wakou, and Tatsumi study the maximum margin model for the nearest prototype classifier that leads to the optimization of the difference of convex functions. All papers include methodologically important ideas that have to be further investigated and applied to real-world problems. | ||
| Paper: | pp. 524-536 | ||
| Fuzzy Clustering Methods for Categorical Multivariate Data Based on q-Divergence |
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| Tadafumi Kondo and Yuchi Kanzawa |
| Paper: | pp. 537-543 | ||
| Fuzzified Even-Sized Clustering Based on Optimization |
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| Kei Kitajima, Yasunori Endo, and Yukihiro Hamasuna |
| Paper: | pp. 544-550 | ||
| Cluster Validity Measures for Network Data |
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| Yukihiro Hamasuna, Daiki Kobayashi, Ryo Ozaki, and Yasunori Endo |
| Paper: | pp. 551-564 | ||
| Characteristics of Rough Set C-Means Clustering |
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| Seiki Ubukata, Keisuke Umado, Akira Notsu, and Katsuhiro Honda |
| Paper: | pp. 565-577 | ||
| Maximum-Margin Model for Nearest Prototype Classifiers |
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| Yoshifumi Kusunoki, Chiharu Wakou, and Keiji Tatsumi |
No.3
(May)
Regular papers
Regular Papers
| Paper: | pp. 295-305 | ||
| Clustering-Based Cloud Migration Strategies |
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| Mubeen Aslam, Lukman bin AB Rahim, Junzo Watada, and Manzoor Hashmani |
| Development Report: | pp. 306-315 | ||
| Wavelet Transform Analysis the Recognizing Brain Activities for Development the Palm-Size and Simplification Near-Infrared Spectroscopy Prototype System by Using Arduino |
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| Yukinobu Hoshino, Masayuki Kubo, and Thang Cao |
| Paper: | pp. 316-322 | ||
| Gain-Scheduled for Aerial Vehicle Autopilot Design Using Fixed-Structure Synthesis |
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| Bin Li, Defu Lin, Song Tian, and Zhe Yang |
| Paper: | pp. 323-332 | ||
| Triangular Similarities of Facial Features to Determine: The Relationships Among Family Members |
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| Ravi Kumar Y. B. and C. K. Narayanappa |
| Paper: | pp. 333-340 | ||
| Automated Femoral Stem Canal Fill Ratio Evaluation for Bipolar Hip Arthroplasty in 2D X-Ray Image |
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| Yosuke Uozumi, Kouki Nagamune, and Keisuke Oe |
| Paper: | pp. 341-350 | ||
| Proposal on Drone Control Device with Tactile Display |
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| Takumi Sugiura, Ryo Shimomura, and Hajime Nobuhara |
| Paper: | pp. 359-368 | ||
| Multiobjective Two-Level Fuzzy Random Programming Problems with Simple Recourses and Estimated Pareto Stackelberg Solutions |
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| Hitoshi Yano |
| Paper: | pp. 369-379 | ||
| 2D Direction Histogram-Based Rényi Entropic Multilevel Thresholding |
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| Adiljan Yimit and Yoshihiro Hagihara |
| Paper: | pp. 380-386 | ||
| A Neural N-Gram Network for Text Classification |
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| Zhenguo Yan and Yue Wu |
| Paper: | pp. 387-393 | ||
| Demand Forecasting for Petrol Products in Gas Stations Using Clustering and Decision Tree |
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| Lijun Sun, Xiuwu Xing, Yaxian Zhou, and Xiangpei Hu |
| Paper: | pp. 394-403 | ||
| On Two Apriori-Based Rule Generators: Apriori in Prolog and Apriori in SQL |
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| Hiroshi Sakai, Kao-Yi Shen, and Michinori Nakata |
| Paper: | pp. 404-410 | ||
| Knowledge Acquisition from Rough Sets Using Merged Decision Rules |
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| Yoshiyuki Matsumoto and Junzo Watada |
No.2
(Mar)
Regular papers
Regular Papers
| Paper: | pp. 163-171 | ||
| Power-Regularized Fuzzy Clustering for Spherical Data |
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| Yuchi Kanzawa |
| Letter: | pp. 172-175 | ||
| Optimization of Constrained SIRMs Connected Type Fuzzy Inference Model Using Two-Phase Simplex Method |
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| Takeshi Nagata, Hirosato Seki, and Hiroaki Ishii |
| Paper: | pp. 176-183 | ||
| On the Learning Method, Properties of the Extended Functional-Type SIRMs Connected Fuzzy Inference Model and Their Application to a Medical Diagnosis System |
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| Diederik van Krieken, Hirosato Seki, and Masahiro Inuiguchi |
| Paper: | pp. 184-193 | ||
| A Novel Animation Method Based on Mesh Decimation |
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| Qiyun Sun, Wanggen Wan, Xiang Feng, and Guoliang Chen |
| Paper: | pp. 194-202 | ||
| A Design of Observers of Control State and Uncertainty via Transformation of T-S Fuzzy Models |
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| Hugang Han, Yuki Sueyama, and Chun-Jun Chen |
| Paper: | pp. 203-213 | ||
| Coke Oven Flue Temperature Control Based on Improved Implicit Generalized Predictive Control |
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| Zhongda Tian, Shujiang Li, and Yanhong Wang |
| Paper: | pp. 214-223 | ||
| A Modification of MOEA/D for Solving Multi-Objective Optimization Problems |
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| Wei Zheng, Yanyan Tan, Meng Gao, Wenzhen Jia, and Qiang Wang |
| Paper: | pp. 224-235 | ||
| Discovering Expert Traders on Social Trading Services |
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| Woonyeol Lee and Qiang Ma |
| Paper: | pp. 236-241 | ||
| Solving Order/Degree Problems by Using EDA-GK with a Novel Sampling Method |
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| Ryoichi Hasegawa and Hisashi Handa |
| Paper: | pp. 242-248 | ||
| Estimating Classroom Situations by Using CNN with Environmental Sound Spectrograms |
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| Misaki Kitahashi and Hisashi Handa |
| Paper: | pp. 249-255 | ||
| Relationship Between Cerebral Aneurysm Development and Cerebral Artery Shape |
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| Marin Yasugi, Belayat Hossain, Manabu Nii, and Syoji Kobashi |
| Paper: | pp. 256-270 | ||
| Multi-Objective Solar Farm Design Based on Parabolic Collectors |
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| Zakiya Alfughi, Shahryar Rahnamayan, and Bekir Yilbas |
| Paper: | pp. 271-279 | ||
| A New Hybrid Method for Parameter Optimization of SVR |
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| Jiang Xie, Taifeng Sun, Jieyu Zhang, and Wu Zhang |
| Paper: | pp. 280-289 | ||
| A Cross-Media Retrieval Algorithm Based on Consistency Preserving of Collaborative Representation |
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| Fei Shang, Huaxiang Zhang, Jiande Sun, Li Liu, and Hui Zeng |
No.1
(Jan)
Regular papers
Regular Papers
| Paper: | pp. 5-16 | ||
| Suitable Aggregation Models Based on Risk Preferences for Supplier Selection and Order Allocation Problem |
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| Sirin Suprasongsin, Pisal Yenradee, Van-Nam Huynh, and Chayakrit Charoensiriwath |
| Paper: | pp. 17-26 | ||
| Joint Aspect Discovery, Sentiment Classification, Aspect-Level Ratings and Weights Approximation for Recommender Systems by Rating Supervised Latent Topic Model |
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| Wei Ou and Van-Nam Huynh |
| Paper: | pp. 27-33 | ||
| On Inheritance of Complementarity in Non-Additive Measures Under Bounded Interactions |
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| Katsushige Fujimoto |
| Paper: | pp. 34-43 | ||
| q-Divergence-Based Relational Fuzzy c-Means Clustering |
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| Yuchi Kanzawa |
| Paper: | pp. 44-53 | ||
| Enhanced Service Discovery Model for Wireless Mesh Networks |
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| Lungisani Ndlovu, Okuthe P. Kogeda, and Manoj Lall |
| Paper: | pp. 54-61 | ||
| Two-Stage Clustering Based on Cluster Validity Measures |
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| Yukihiro Hamasuna, Ryo Ozaki, and Yasunori Endo |
| Paper: | pp. 62-69 | ||
| Even-Sized Clustering Based on Optimization and its Variants |
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| Yasunori Endo, Yukihiro Hamasuna, Tsubasa Hirano, and Naohiko Kinoshita |
| Paper: | pp. 70-75 | ||
| Compressive Sensing of Noisy 3-D Images Based on Threshold Selection |
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| Qingzhu Wang, Mengying Wei, and Yihai Zhu |
| Paper: | pp. 76-87 | ||
| Power Curve Based-Fuzzy Wind Speed Estimation in Wind Energy Conversion Systems |
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| Agus Naba and Ahmad Nadhir |
| Paper: | pp. 88-96 | ||
| A Heterogeneous Ensemble Learning Voting Method for Fatigue Detection in Daily Activities |
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| Lulu Wang, Zhiwu Huang, Shuai Hao, Yijun Cheng, and Yingze Yang |
| Paper: | pp. 97-103 | ||
| Healthy Eating Habits Support System Considering User Taste Preferences and Nutritional Balance |
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| Yuta Hayashi, Ryouta Oku, Hiroshi Takenouchi, and Masataka Tokumaru |
| Paper: | pp. 104-112 | ||
| Discrete Morse Theory Based Dynamic P Systems |
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| Jie Xue, Xiyu Liu, Wenxing Sun, and Shuo Yan |
| Paper: | pp. 113-120 | ||
| Implanted Knee Joint Kinematics Recognition in Digital Radiograph Images Using Particle Filter |
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| Kento Morita, Manabu Nii, Norikazu Ikoma, Takatoshi Morooka, Shinichi Yoshiya, and Syoji Kobashi |
| Paper: | pp. 121-132 | ||
| Basic Study of the Influence of the Manner of Grasping, Number of Contacts, and Auditory Information on Recognition of Hardness of Objects by Visually Impaired Persons Using White Canes |
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| Kiyohiko Nunokawa, Manabu Chikai, Kouki Doi, and Shuichi Ino |
| Paper: | pp. 133-140 | ||
| Application of Modular Network Self-Organization Map to Temporal and Spatial Projection of Wind Speed with Wind Data at Biased Positions |
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| Mitsuharu Hayashi and Ken Nagasaka |
| Paper: | pp. 141-146 | ||
| 3D Face Recognition Based on Regional Shape Maps |
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| Xiaoni Wang |
| Paper: | pp. 147-155 | ||
| Entropy Analysis on Intuitionistic Fuzzy Sets and Interval-Valued Intuitionistic Fuzzy Sets and its Applications in Mode Assessment on Open Communities |
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| Hang Tian, Jiaru Li, Fangwei Zhang, Yujuan Xu, Caihong Cui, Yajun Deng, and Shujun Xiao |
Vol.21 (2017)
No.7
(Nov)
Regular papers
Regular Papers
| Paper: | pp. 1125-1134 | ||
| Consistent Conjectural Variations Equilibrium in a Semi-Mixed Duopoly |
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| Vitaliy V. Kalashnikov, José G. Flores-Muñiz, Vyacheslav V. Kalashnikov, and Nataliya I. Kalashnykova |
| Paper: | pp. 1135-1143 | ||
| Improving Interval Weight Estimations in Interval AHP by Relaxations |
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| Masahiro Inuiguchi and Shigeaki Innan |
| Paper: | pp. 1144-1151 | ||
| Noise Rejection in MMMs-Induced Fuzzy Co-Clustering |
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| Katsuhiro Honda, Nami Yamamoto, Seiki Ubukata, and Akira Notsu |
| Paper: | pp. 1152-1160 | ||
| Approximate Determination of q-Parameter for FCM with Tsallis Entropy Maximization |
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| Makoto Yasuda |
| Paper: | pp. 1161-1171 | ||
| Evaluation of the Effect of Prime Stimulus on Sense of Agency in Stop Operation of the Object in Circular Motion |
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| Shunsuke Hamasaki, Qi An, Masataka Murabayashi, Yusuke Tamura, Hiroshi Yamakawa, Atsushi Yamashita, and Hajime Asama |
| Paper: | pp. 1172-1179 | ||
| An Improved Rumor Routing Protocol Based on Optimized Intersection Angle Theory and Localization Technologies in WSN |
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| Zhuang Liu, Xin Feng, Jing Zhang, Yan Liu, Jianfei Zhang, and Xin Zhang |
| Paper: | pp. 1180-1188 | ||
| Interactive Surgery System with 3D Electromagnetic Motion Tracker for Training Surgeons in Skin Cutting Skills Needed in Total Knee Arthroplasty |
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| Yosuke Uozumi and Kouki Nagamune |
| Paper: | pp. 1189-1201 | ||
| A Method for Detecting Harmful Entries on Informal School Websites Using Morphosemantic Patterns |
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| Michal Ptaszynski, Fumito Masui, Yoko Nakajima, Yasutomo Kimura, Rafal Rzepka, and Kenji Araki |
| Paper: | pp. 1202-1210 | ||
| Optimizing the Arrangement of Post-Disaster Rescue Activities: An Agent-Based Simulation Approach |
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| Shuang Chang, Manabu Ichikawa, Hiroshi Deguchi, and Yasuhiro Kanatani |
| Paper: | pp. 1211-1220 | ||
| Cross-Media Retrieval Based on Query Modality and Semi-Supervised Regularization |
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| Yihe Liu, Huaxiang Zhang, Li Liu, Lili Meng, Yongxin Wang, and Xiao Dong |
| Paper: | pp. 1221-1231 | ||
| Rough Set Model in Incomplete Decision Systems |
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| Thinh Cao, Koichi Yamada, Muneyuki Unehara, Izumi Suzuki, and Do Van Nguyen |
| Paper: | pp. 1232-1239 | ||
| A Quantitative Quality Measurement for Codebook in Feature Encoding Strategies |
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| Yuki Shinomiya and Yukinobu Hoshino |
| Paper: | pp. 1240-1250 | ||
| Time-Series Data Analysis Using Sliding Window Based SVD for Motion Evaluation |
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| Yinlai Jiang, Isao Hayashi, Shuoyu Wang, and Kenji Ishida |
| Paper: | pp. 1251-1261 | ||
| New Approach Combining Branch and Price with Metaheuristics to Solve Nurse Scheduling Problem |
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| Junya Inafune, Shinya Watanabe, and Masayoshi Okudera |
| Paper: | pp. 1262-1279 | ||
| Automatic Baseball Video Tagging Based on Voice Pattern Prioritization and Recursive Model Localization |
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| Komei Arasawa and Shun Hattori |
| Paper: | pp. 1280-1290 | ||
| Retinal Blood Vessel Segmentation Using Extreme Learning Machine |
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| Fan Guo, Da Xiang, Beiji Zou, Chengzhang Zhu, and Shengnan Wang |
| Paper: | pp. 1291-1297 | ||
| Online Control of a Virtual Object with Collaborative SSVEP |
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| Hideaki Touyama and Mitsuru Sakuda |
| Paper: | pp. 1298-1311 | ||
| Three-Stage Fuzzy Rule-Based Model for Earthquake Non-Engineered Building House Damage Hazard Determination |
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| Edy Irwansyah, Sri Hartati, and Hartono |
| Paper: | pp. 1312-1320 | ||
| Majority Rule Using Collaborative P300 by Auditory Stimulation |
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| Kosuke Fujita and Hideaki Touyama |
No.6
(Oct)
Regular papers
Regular Papers
| Paper: | pp. 963-970 | ||
| Mobile Game-Based Learning with a Mobile App: Motivational Effects and Learning Performance |
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| Yu-Lan Huang, Dian-Fu Chang, and Berlin Wu |
| Paper: | pp. 971-979 | ||
| Analyzing the Functions and Benefits of Using Mobile Facebook as a Supplemental LMS in Higher Education |
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| Dian-Fu Chang, Yu-Lan Huang, and Berlin Wu |
| Paper: | pp. 980-988 | ||
| A k-Anonymous Rule Clustering Approach for Data Publishing |
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| Motoyuki Ohki and Masahiro Inuiguchi |
| Paper: | pp. 989-997 | ||
| Robust and Sparse LP-Norm Support Vector Regression |
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| Ya-Fen Ye, Chao Ying, Yuan-Hai Shao, Chun-Na Li, and Yu-Juan Chen |
| Paper: | pp. 998-1008 | ||
| Wine Evaluation Modeling Based on Lasso and Support Vector Regression |
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| Yanyun Yao, Bing Xu, and Jinghui He |
| Paper: | pp. 1009-1016 | ||
| Fuzzification Methods and Prediction Accuracy of Fuzzy Autocorrelation Model |
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| Yoshiyuki Yabuuchi |
| Paper: | pp. 1017-1025 | ||
| L1-Norm Least Squares Support Vector Regression via the Alternating Direction Method of Multipliers |
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| Ya-Fen Ye, Chao Ying, Yue-Xiang Jiang, and Chun-Na Li |
| Paper: | pp. 1026-1033 | ||
| Analysis of Time-Series Data by Merging Decision Rules |
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| Yoshiyuki Matsumoto and Junzo Watada |
| Paper: | pp. 1034-1039 | ||
| Production Competition in Electricity Sector: Social Welfare vs. Managerial Incentives in a Partially Regulated Duopoly |
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| Vitaliy Kalashnikov, Daniel Flores Curiel, and Vyacheslav V. Kalashnikov |
| Paper: | pp. 1040-1047 | ||
| Housing Market Hedonic Price Study Based on Boosting Regression Tree |
|
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| Guangtong Gu and Bing Xu |
| Paper: | pp. 1048-1055 | ||
| Innovation Path of Manufacturing Enterprises and Strategies for Transformation and Upgrading in China |
|
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| Guangtong Gu and Bing Xu |
| Paper: | pp. 1056-1064 | ||
| Bounded Rationality, Stock Mispricing, and Corporate Investment |
|
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| Zhaohui Zhu and Wensheng Huang |
| Paper: | pp. 1065-1072 | ||
| Fuzzy Cognition on Factors Influencing the Co-Branding in Technical Standards Alliance – From Member Selection Perspective |
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| Jing Hu, Mingshun Song, and Xiao Yu |
| Paper: | pp. 1073-1078 | ||
| Entrepreneurial Marketing and New Venture Performance: The Mediating Effects of Ambidextrous Innovation |
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| Xiaowen Hu, Lidong Zhu, and Hui Zhang |
| Paper: | pp. 1079-1086 | ||
| Research on Non-Performing Loans Ratio’s Controlling: Evidence from 13 Commercial Banks |
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| Zhenlei Wang and Song Qin |
| Paper: | pp. 1087-1093 | ||
| Analysis of Influence Factors of Non-Performing Loans and Path Based on the Dynamic Control Theory |
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| Zhenlei Wang and Song Qin |
| Paper: | pp. 1094-1101 | ||
| Comparison of International Differences in the Volatility of Economic Growth and Non-Performing Loan Ratio: A Statistical Study Based on the Quantile Regression Model |
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| Song Qin and Zhenlei Wang |
| Paper: | pp. 1102-1110 | ||
| Does CEP Influence Corporate Value? Evidence from Chinese Manufacturing Enterprise |
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| Wentao Gu, Shumin Zhou, and Zhe Dong |
| Letter: | pp. 1111-1113 | ||
| Event-Triggered Quantizers for Network Traffic Reduction |
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| Juan Rodriguez Ramirez, Yuki Minami, and Kenji Sugimoto |
No.5
(Sep)
Special Issue on Cutting Edge of Reinforcement Learning and its Applications
Regular Papers
| Paper: | pp. 769-777 | ||
| Modeling the Effect of Exchange Rate Liberalization on China’s Macro Economy |
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| Xiaowen Hu, Duanming Zhou, Chengchen Hu, and Fei Ai |
| Paper: | pp. 778-784 | ||
| Robustness Analyses and Optimal Sampling Gap of Recurrent Neural Network for Dynamic Matrix Pseudoinversion |
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| Bolin Liao and Qiuhong Xiang |
| Paper: | pp. 785-794 | ||
| A Cascade Prediction Model of CO/CO2 in the Sintering Process |
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| Ben Xu, Xin Chen, Min Wu, and Weihua Cao |
| Paper: | pp. 795-802 | ||
| Reproducing Polynomial Kernel Extreme Learning Machine |
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| Yibo Li, Chao Liu, Senyue Zhang, Wenan Tan, and Yanyan Ding |
| Paper: | pp. 813-824 | ||
| Feature Selection Algorithm Considering Trial and Individual Differences for Machine Learning of Human Activity Recognition |
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| Yuto Omae and Hirotaka Takahashi |
| Paper: | pp. 825-831 | ||
| Visualizing States of Time-Series Data by Autoregressive Gaussian Process Dynamical Models |
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| Nobuhiko Yamaguchi |
Special Issue on Cutting Edge of Reinforcement Learning and its Applications
| Editorial: | p. 833 | |
| Cutting Edge of Reinforcement Learning and its Hybrid Methods |
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| Keiki Takadama and Kazuteru Miyazaki | ||
Machine learning has been attracting significant attention again since the potential of deep learning was recognized. Not only has machine learning been improved, but it has also been integrated with “reinforcement learning,” revealing other potential applications, e.g., deep Q-networks (DQN) and AlphaGO proposed by Google DeepMind. It is against this background that this special issue, “Cutting Edge of Reinforcement Learning and its Hybrid Methods,” focuses on both reinforcement learning and its hybrid methods, including reinforcement learning with deep learning or evolutionary computation, to explore new potentials of reinforcement learning. Of the many contributions received, we finally selected 13 works for publication. The first three propose hybrids of deep learning and reinforcement learning for single agent environments, which include the latest research results in the areas of convolutional neural networks and DQN. The fourth through seventh works are related to the Learning Classifier System, which integrates evolutionary computation and reinforcement learning to develop the rule discovery mechanism. The eighth and ninth works address problems related to goal design or the reward, an issue that is particularly important to the application of reinforcement learning. The last four contributions deal with multiagent environments. These works cover a wide range of studies, from the expansion of techniques incorporating simultaneous learning to applications in multiagent environments. All works are on the cutting edge of reinforcement learning and its hybrid methods. We hope that this special issue constitutes a large contribution to the development of the reinforcement learning field. | ||
| Paper: | pp. 834-839 | ||
| Pedestrian Detection Algorithm Based on Improved Convolutional Neural Network |
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| Qin Qin and Josef Vychodil |
| Paper: | pp. 840-848 | ||
| Experimental Study on Behavior Acquisition of Mobile Robot by Deep Q-Network |
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| Hikaru Sasaki, Tadashi Horiuchi, and Satoru Kato |
| Paper: | pp. 849-855 | ||
| Exploitation-Oriented Learning with Deep Learning – Introducing Profit Sharing to a Deep Q-Network – |
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| Kazuteru Miyazaki |
| Paper: | pp. 856-867 | ||
| XCSR Learning from Compressed Data Acquired by Deep Neural Network |
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| Kazuma Matsumoto, Takato Tatsumi, Hiroyuki Sato, Tim Kovacs, and Keiki Takadama |
| Paper: | pp. 868-875 | ||
| Exemplar-Based Learning Classifier System with Dynamic Matching Range for Imbalanced Data |
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| Hiroyasu Matsushima and Keiki Takadama |
| Paper: | pp. 876-884 | ||
| An Analysis of Rule Deletion Scheme in XCS on Reinforcement Learning Problem |
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| Masaya Nakata and Tomoki Hamagami |
| Paper: | pp. 885-894 | ||
| Approach to Clustering with Variance-Based XCS |
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| Caili Zhang, Takato Tatsumi, Masaya Nakata, and Keiki Takadama |
| Paper: | pp. 895-906 | ||
| Learning Classifier System Based on Mean of Reward |
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| Takato Tatsumi, Hiroyuki Sato, and Keiki Takadama |
| Paper: | pp. 907-916 | ||
| Supporting the Exploration of the Learning Goals for a Continuous Learner Toward Creative Learning |
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| Takato Okudo, Tomohiro Yamaguchi, Akinori Murata, Takato Tatsumi, Fumito Uwano, and Keiki Takadama |
| Paper: | pp. 917-929 | ||
| Comparison Between Reinforcement Learning Methods with Different Goal Selections in Multi-Agent Cooperation |
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| Fumito Uwano and Keiki Takadama |
| Paper: | pp. 930-938 | ||
| Proposal of PSwithEFP and its Evaluation in Multi-Agent Reinforcement Learning |
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| Kazuteru Miyazaki, Koudai Furukawa, and Hiroaki Kobayashi |
| Paper: | pp. 939-947 | ||
| Adaptation Method of the Exploration Ratio Based on the Orientation of Equilibrium in Multi-Agent Reinforcement Learning Under Non-Stationary Environments |
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| Takuya Okano and Itsuki Noda |
| Paper: | pp. 948-957 | ||
| Reinforcement Learning Approach for Adaptive Negotiation-Rules Acquisition in AGV Transportation Systems |
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| Masato Nagayoshi, Simon J. H. Elderton, Kazutoshi Sakakibara and Hisashi Tamaki |
No.4
(Jul)
Special Issue on Human-Robot Interaction Systems II
Regular Papers
| Paper: | pp. 591-596 | ||
| Design of a MIMO Levitation Controller for Maglev Transportation System |
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| Tran Huu Luat and Yong-Tae Kim |
| Paper: | pp. 597-615 | ||
| Fuzzy Inference Based on α-Cuts and Generalized Mean: Relations Between the Methods in its Family and their Unified Platform |
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| Kiyohiko Uehara and Kaoru Hirota |
| Paper: | pp. 616-631 | ||
| Swimming Style Classification Based on Ensemble Learning and Adaptive Feature Value by Using Inertial Measurement Unit |
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| Yuto Omae, Yoshihisa Kon, Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, and Chikara Miyaji |
| Paper: | pp. 632-638 | ||
| Image Crowd Counting Using Convolutional Neural Network and Markov Random Field |
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| Kang Han, Wanggen Wan, Haiyan Yao, and Li Hou |
| Paper: | pp. 639-649 | ||
| Learning Quadcopter Maneuvers with Concurrent Methods of Policy Optimization |
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| Pei-Hua Huang and Osamu Hasegawa |
| Paper: | pp. 650-658 | ||
| Prediction of Rising Venues in Citation Networks |
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| Muhammad Azam Zia, Zhongbao Zhang, Guangda Li, Haseeb Ahmad, and Sen Su |
Special Issue on Human-Robot Interaction Systems II
| Editorial: | p. 659 | |
| Human-Robot Interaction Systems II |
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| Tomomi Hashimoto, Yoshihito Kagawa, and Yoshio Nishikawa | ||
Six years have passed since the publication of our Special Issue on Human-Robot Interaction Systems in 2011. Since then, artificial intelligence and robotics have developed rapidly, and the opportunities for human beings and robots to work together have increased. The objective of this special issue’s twelve articles is to activate and expand high-quality research. In the first article, Y. Tamura, T. Akashi, and H. Osumi propose a computational model of robot’s gaze. In the second article, S. Hoshino and K. Uchida propose an interactive motion planner for robot navigation in dynamic environments. In the third article, T. Iio, Y. Yoshikawa, and H. Ishiguro develop a conversational robotic system based on human response. In the fourth article, K. Sakai, F. Dalla Liber | ||