Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.6, 2007

Editorial:
Special Issue on Selected Papers from SCIS & ISIS 2006 – No.1
Naoyuki Kubota, pp. 535-535


SCIS & ISIS is a biennial international joint conference in the field of soft computing and intelligent systems, including branches of researches from fuzzy systems, neural networks, evolutionary computation, multi-agent systems, artificial intelligence or robotics. SCIS & ISIS 2006 falls on the 3rd International Conference on Soft Computing and Intelligent Systems (SCIS) and the 7th International Symposium on Advanced Intelligent Systems (ISIS) held at Tokyo Institute of Technology, in Tokyo, Japan, on September 20-24, 2006. In this conference, 464 original papers were accepted for presentation and the number of attendees was 526.
After preliminary selection and review made by the session chairs and the International Program Committees of SCIS & ISIS 2006, we have selected more than 50 papers to be published in extended form in the Special Issue of the Journal of Advanced Computational Intelligence and Intelligent Informatics. The accepted papers are published as the special issues in Vol.11, No.6, 7, and 8 in 2007. This current issue presents 23 papers and covers most of the topics of the conference including fuzzy theories, self-organizing maps, and the optimization of neural networks. The learning and search methods in computational intelligence and real-world applications to image processing, robotics and manufacturing systems are highlighted in this current issue.
I would like to thank all the authors and reviewers for their contribution to make this special issue possible. I am also grateful to Prof. Toshio Fukuda, Nagoya University and Prof. Kaoru Hirota, Tokyo Institute of Technology, Editors-in-chief, for inviting me to serve as Guest Editor of this Journal.
Paper:
Fuzzy Concept Lattices Constrained by Hedges
Radim Belohlavek, and Vilem Vychodil, pp. 536-545
Abstract
Full Text (PDF208KB)

Paper:
Constructing Cost-Sensitive Fuzzy-Rule-Based Systems for Pattern Classification Problems
Tomoharu Nakashima, Yasuyuki Yokota, Hisao Ishibuchi, Gerald Schaefer, Aleš Drastich, and Michal Závišek, pp. 546-553
Abstract
Full Text (PDF108KB)

Paper:
Unsupervised and Semi-Supervised Graph-Spectral Algorithms for Robust Extraction of Arbitrarily Shaped Fuzzy Clusters
Weiwei Du and Kiichi Urahama, pp. 554-560
Abstract
Full Text (PDF496KB)

Paper:
Analysis of New Aggregation Operators: Mean 3Π
Andrei Doncescu, Sebastien Regis, Katsumi Inoue, and Richard Emilion, pp. 561-569
Abstract
Full Text (PDF134KB)

Paper:
A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning
Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase,, pp. 570-581
Abstract
Full Text (PDF222KB)

Paper:
A Minimal Neural Network Ensemble Construction Method: A Constructive Approach
M. A. H. Akhand and Kazuyuki Murase,, pp. 582-592
Abstract
Full Text (PDF236KB)

Paper:
An Optimal Design Method for Artificial Neural Networks by Using the Design of Experiments
Eiichi Inohira and Hirokazu Yokoi, pp. 593-599
Abstract
Full Text (PDF80KB)

Paper:
Improved Estimation of Embedding Parameters of Nonlinear Time Series by Structural Learning of Neural Network with Fuzzy Regularizer
Yusuke Manabe and Basabi Chakraborty, pp. 600-609
Abstract
Full Text (PDF171KB)

Paper:
Self-Organizing Fusion Neural Networks
Jung-Hua Wang, Chun-Shun Tseng, Sih-Yin Shen, and Ya-Yun Jheng, pp. 610-619
Abstract
Full Text (PDF904KB)

Paper:
Neighbor Size of Initial Node Exchange and its Influence for SOM Learning
Tsutomu Miyoshi, pp. 620-625
Abstract
Full Text (PDF98KB)

Paper:
Self-Organizing Map with Generating and Moving Neurons in Visible Space
Kanta Tachibana and Takeshi Furuhashi, pp. 626-632
Abstract
Full Text (PDF342KB)

Paper:
Context Dependent Automatic Textile Image Annotation Using Networked Knowledge
Yosuke Furukawa, Yusuke Kamoi, Tatsuya Sato, and Tomohiro Takagi, pp. 633-640
Abstract
Full Text (PDF310KB)

Paper:
Dyadic Curvelet Transform (DClet) for Image Noise Reduction
Marjan Sedighi Anaraki, Fangyan Dong, Hajime Nobuhara, and Kaoru Hirota, pp. 641-647
Abstract
Full Text (PDF531KB)

Paper:
Edge Detection Model Based on Involuntary Tremors and Drifts of the Eye
András Róka, Ádám Csapó, Barna Reskó, and Péter Baranyi, pp. 648-654
Abstract
Full Text (PDF375KB)

Paper:
A Method to Estimate the Multimedia Communication Bands Based upon Multi-Order Markov Model
Tetsuya Kojima, Lkhamsuren Enkhtur, Akiko Fujiwara, and Masahiro Aono, pp. 655-661
Abstract
Full Text (PDF83KB)

Paper:
Fuzzy Observable Markov Models for Pattern Recognition
Dat Tran, Wanli Ma, and Dharmendra Sharma, pp. 662-667
Abstract
Full Text (PDF80KB)

Paper:
Reinforcement Learning for Penalty Avoidance in Continuous State Spaces
Kazuteru Miyazaki and Shigenobu Kobayashi, pp. 668-676
Abstract
Full Text (PDF149KB)

Paper:
Advanced Genetic Algorithms Based on Adaptive Partitioning Method
Chang-Wook Han and Hajime Nobuhara, pp. 677-680
Abstract
Full Text (PDF162KB)

Paper:
Human Head Tracking Based on Particle Swarm Optimization and Genetic Algorithm
Indra Adji Sulistijono, and Naoyuki Kubota,, pp. 681-687
Abstract
Full Text (PDF472KB)

Paper:
Multiresolutional Fusion of Perceptions Applied to Robot Navigation
Özer Ciftcioglu, Michael S. Bittermann, and I. Sevil Sariyildiz, pp. 688-700
Abstract
Full Text (PDF332KB)

Paper:
GML Topology Data Storage Schema Design
Yuzhen Li, Jianming Lu, Jihong Guan, Mingying Fan, Ayman Haggag, and Takashi Yahagi, pp. 701-708
Abstract
Full Text (PDF272KB)

Paper:
Implementation of Fixed-Point Control Algorithms Based on the Modified Delta Operator and Form for Intelligent Systems
Tatsu Aoki, pp. 709-714
Abstract
Full Text (PDF150KB)

Paper:
Advanced Multiple Product Flexible Manufacturing System Modelling Using Coloured Petri Net
Tauseef Aized, Koji Takahashi, and Ichiro Hagiwara, pp. 715-723
Abstract
Full Text (PDF401KB)

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