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Journal of Advanced Computational Intelligence and Intelligent Informatics

ISSN : 1343-0130(Print) / 1883-8014(Online)
Honorary Editor :Lotfi A. Zadeh (University of California)
Editor-in-Chief :Toshio Fukuda (Nagoya University), Kaoru Hirota (Tokyo Institute of Technology)

open access

JACIII Vol.9 No.3 May 2005

Selected Papers in SCIS & ISIS 2004–No.2: Editor : Takehisa Onisawa; Professor in graduate School of Systems and Information Engineering, University of Tsukuba, Japan (As of May 20, 2005)

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JACIII Vol.9 No.3 May 2005

Editorial:

Special Issue on Selected Papers in SCIS & ISIS 2004 – No.2

Takehisa Onisawa, pp. 225-225

The Joint Conference of the 2nd International Conference on Soft Computing and Intelligent Systems and the 5th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2004) held at Keio University in Yokohama, Japan, on September 21-24, 2004, attracted over 300 papers in fields such as mathematics, urban and transport planning, entertainment, intelligent control, learning, image processing, clustering, neural networks applications, evolutionary computation, system modeling, fuzzy measures, and robotics. The Program Committee requested reviewers in SCIS & ISIS 2004 to select papers for a special issue of the Journal of Advanced Computational Intelligence & Intelligent Informatics (JACIII), with 27 papers accepted for publication in a two-part SCIS & ISIS 2004 special – Vol.9, No.2, containing 13 and the second part containing 14.

Paper 1 details tap-changer control using neural networks. Papers 2-5 deal with image processing and recognition – Paper 2 proposing a model of saliency-driven scene learning and recognition and applying its model to robotics, paper 3 discussing breast cancer recognition using evolutionary algorithms, paper 4 covering a revised GMDH-typed neural network model applied to medical image recognition, paper 5 presenting how to compensate for missing information in the acquisition of visual information applied to autonomous soccer robot control. Paper 6 details gene expressions networks for 4 fruit fly development stages. Paper 7 proposes an α-constrained particle swarm optimized for solving constrained optimization problem. Paper 8 develops a fuzzy-neuro multilayer perceptron using genetic algorithms for recognizing odor mixtures. Paper 9 discusses how to integrate symbols into neural networks for the fusion of computational and symbolic processing and its effectiveness demonstrated through simulations. Paper 10 proposes an electric dictionary using a set of nodes and links whose usefulness is verified in experiments. Paper 11 presents a multi-agent algorithm for a class scheduling problem, showing its feasibility through computer simulation. Paper 12 proposes inductive temporal formula specification in system verification, reducing memory and time in the task of system verification. Paper 13 applies an agent-based approach to modeling transport using inductive learning by travelers and an evolutionary approach. The last paper analyzes architectural floor plans using a proposed index classifying floor plans from the user's point of view.

We thank reviewers for their time and effort in making these special issues available so quickly, and thank the JACIII editorial board, especially Editor-in-Chief Profs. Hirota and Fukuda and Managing Editor Kenta Uchino, for their invaluable aid and advice in putting these special issues together.

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Paper:: Improved ANN Based Tap-Changer Controller Using Modified Cascade-Correlation Algorithm; M. Fakhrul Islam, Joarder Kamruzzaman, and Guojun Lu, pp. 226-234; Abstract | Full Text (PDF107KB)
Paper:: Saliency-Driven Scene Learning and Recognition Based on Competitively Growing Neural Network Using Temporal Coding; Masayasu Atsumi, pp. 235-243; Abstract | Full Text (PDF162KB)
Paper:: A Fully Automated Breast Cancer Recognition System Using Discrete-Gradient Based Clustering and Multi Category Feature Selection; Ranadhir Ghosh, Moumita Ghosh, and John Yearwood, pp. 244-256; Abstract | Full Text (PDF237KB)
Paper:: Revised GMDH-Type Neural Networks Using AIC or PSS Criterion and Their Application to Medical Image Recognition; Tadashi Kondo, Junji Ueno, and Kazuya Kondo, pp. 257-267; Abstract | Full Text (PDF294KB)
Paper:: Intelligent Control of Autonomous Soccer Robots Compensating for Missing Information; Hikari Fujii, Nobuyuki Kurihara, and Kazuo Yoshida, pp. 268-276; Abstract | Full Text (PDF373KB)

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Paper:: Extraction of Developmentally Important Genes from Microarray Data; A Reum Han, Dong-Soo Kahng, Tae Woo Ryu, Hyun S. Moon, Kwang Hyung Lee, and Doheon Lee, pp. 277-281; Abstract | Full Text (PDF124KB)
Paper:: Constrained Optimization by the α Constrained Particle Swarm Optimizer; Tetsuyuki Takahama, and Setsuko Sakai, pp. 282-289; Abstract | Full Text (PDF100KB)
Paper:: Recognizing Odor Mixtures Using Optimized Fuzzy Neural Network Through Genetic Algorithms; Benyamin Kusumoputro, and Teguh P. Arsyad, pp. 290-296; Abstract | Full Text (PDF170KB)
Paper:: Analysis of Symbol Generation and Integration in a Unified Model Based on a Neural Network; Yukari Yamauchi, and Shun'ichi Tano, pp. 297-303; Abstract | Full Text (PDF219KB)
Paper:: A New Electronic Dictionary with Meaning Description of Case Frame; Kouhei Shimizu, and Masafumi Hagiwara, pp. 304-313; Abstract | Full Text (PDF343KB)

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Paper:: Applying Multi-Agent Algorithm to a Class Scheduling System; Eiji Nunohiro, and Kenneth J. Mackin, pp. 314-320; Abstract | Full Text (PDF121KB)
Paper:: Inductive Temporal Formula Specifications for System Verification; Chikatoshi Yamada, Yasunori Nagata, and Zensho Nakao, pp. 321-328; Abstract | Full Text (PDF88KB)
Paper:: Dynamic Mode Choice of Commuters in an Agent-Based Simulation Model with Inductive Learning Machines; Yos Sunitiyoso, and Shoji Matsumoto, pp. 329-336; Abstract | Full Text (PDF263KB)
Paper:: Characteristics Analysis of Two-Dimensional Configuration Using Modified Box-Count Method; Yusuke Sato, and Kiyoshi Shingu, pp. 337-342; Abstract | Full Text (PDF204KB)

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