Soft Computing As Transdisciplinary Science And Technology: Proceedings of the Fourth Ieee International Workshop WSTST '05

by Abraham, Ajith; Dote, Yasuhiko; Furuhashi, Takeshi; Koppen, Mario; Ohuchi, Azuma; Ohsawa, Yukio; IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (4th : 2005 : Muroran, Japan)

• ISBN13: 9783540250555
• ISBN10: 3540250557
• Format: Paperback
• Copyright: 2005-07-16
• Publisher: Springer Verlag

Summary

This book presents the proceedings of the Fourth International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST '05), May 25-27, 2005, Muroran, Japan. It brings together the original work of international soft computing/computational intelligence researchers, developers, practitioners, and users. This proceedings provide contributions to all areas of soft computing including intelligent hybrid systems, agent-based systems, intelligent data mining, decision support systems, cognitive and reactive distributed artificial intelligence (AI), internet modelling, human interface, and applications in science and technology.

Table of Contents

Part I WSTST'05 Plenary Abstracts
Work Life Balance and Cognizant Workplaces	3	(1)
Antony Satyadas
Design for Product Innovation: System Development and Beyond	4	(2)
Kensuke Kawai
Design and Measurement with Interactive Evolutionary Computation	6	(2)
Hideyuki Takagi
Networked Intelligence and Ontology	8	(3)
Toru Yamaguchi
Chance Discovery: Prediction and Production of Future Scenarios	11	(2)
Yukio Ohsawa
The Soft Computing on Artificial Psychology	13	(1)
Wang Zhiliang
Complex/Harmonious System Engineering Viewed in the Light of General Systems Theory	14	(1)
Azuma Ohuchi
Interpretation of Multivariate Data via Visualization	15	(3)
Takeshi Furuhashi
Kosuke Yamamoto
Biologically Inspired Methods in Data Mining	18	(3)
Krzysztof Cios
Part II Neural Networks
Prediction of MHC class II Epitopes Using Fourier Analysis and Support Vector Machines	21	(10)
Jing Huang
Feng Shi
Radial Basis Function Neural Network Approach to Estimate Public Transport Trips in Istanbul	31	(10)
Hilmi Berk Celikoglu
Cooperative Fuzzy Hint Acquisition for Industrial Redundant Robots to Avoid the Joint Limits	41	(10)
Samy F.M. Assal
Keigo Watanabe
Kiyotaka Izumi
Neural Classification of E.coli Promoters Using Selected DNA Profiles	51	(10)
Paul C. Conilione
Dianhui Wang
Effects of Noise on the Dynamics of Biological Neuron Models	61	(9)
Deepak Mishra
Abhishek Yadav
Sudipta Ray
Prem K. Kalra
Morphological Neural Networks for Real-time Vision Based Self-Localization	70	(13)
Ivan Villaverde
Sergio Ibanez
F. X. Albizuri
Manuel Grana
Part III Fuzzy Systems
Fuzzy Preference Relations and Multiobjective Decision Making	83	(10)
Petr Ekel
Carlos Martins
Claudio Campos
Fernando Schuffner Neto
Reinaldo Palhares
Automatic Acquisition Method of Fuzzy Control Knowledge for Orbit Tracking of Autonomous Vehicle in Agricultural Works Using Genetic Algorithms	93	(10)
Kazunori Yamada
Ho Jinyama
Mitushi Yamashita
Soft Modeling of Group Dynamics and Behavioral Attributes	103	(10)
Soumya Banerjee
Ajith Abraham
Sang Yong Han
P.K. Mahanti
Tuning Fuzzy Controller Using Approximated Evaluation Function	113	(10)
Agus Naba
Kazuo Miyashita
Identification of a Fuzzy Measure by an Evolutionary Strategy	123	(10)
Taka'aki Wakabayashi
Tamotsu Mitamura
Part IV Image Processing
Improvement of the Product Development Process Applied Structural Modeling	133	(9)
Toshihiko Takaya
Azuma Ohuchi
Comparative Histogram: A Spatial-Temporal Segmentation Algorithm for Video Object Segmentation	142	(11)
Dawei Su
Lili Zhou
Jifang Wang
Facial Feature Extraction by Color and Texture, which is Robust in Face Angle	153	(9)
Takanori Terashima
Hironori Okii
A New Pulse-Coupled Neural Network Algorithm for Image Segmentation	162	(10)
Jun Chen
Mitsuo Wada
Kosei Ishimura
Secret Hiding Using Side Match Vector Quantization	172	(10)
Chin-Chen Chang
Wei-Liang Tai
Chia-Chen Lin
Image Restoration Using Two Dimensional Fast Euclidean Direction Search Based Adaptive Algorithm	182	(10)
Mohammad Shams Esfand Abadi
Ali Mahlooji Far
Reza Ebrahimpour
Ehsanollah Kabir
Intelligent Feature Extract System for Cursive-Script Recognition	192	(10)
Khalid Saeed
Marek Tabedzki
Universal Representation of Image Functions by the Sprecher Construction	202	(11)
Mario Koppen
Kaori Yoshida
Part V Computer Security
A Behavior-Based Anti-Spam Technology Based on Immune-Inspired Clustering Algorithm	213	(10)
Xun Yue
Zhong-Xian Chi
Zu-Bo Yu
Unsupervised Anomaly Intrusion Detection Using Ant Colony Clustering Model	223	(10)
Wilson Tsang
Sam Kwong
Self-Organizing Distributed Intrusion Detection in Mobile Ad Hoc Networks	233	(12)
James Cannady
Part VI Agent Based Systems
Effect of Congestion Reduction with Agents' Coordination in Theme Park Problem	245	(10)
Takashi Kataoka
Hidenori Kawamura
Koichi Kurumatani
Azuma Ohuchi
Applied Immune Algorithm to Search Optimum Compositions of Solid-state Catalysts	255	(8)
Harumi Matsui
Yuko Ishiwaka
Junya Kobayashi
Osamu Konishi
Improving the Robustness of Reinforcement Learning for a Multi-Robot System Environment	263	(10)
Toshiyuki Yasuda
Kazuhiro Ohkura
Balanced Two-sided Matching	273	(12)
Tomoko Fuku
Kazuto Takai
Akira Namatame
GPS Log Mining Method for Tourism Activity Analysis	285	(10)
Mitsuyoshi Nagao
Hidenori Kawamura
Masahito Yamamoto
Azuma Ohuchi
Massive Multi-Agent Simulation in 3D	295	(11)
Masaru Aoyagi
Akira Namatame
On Constructing Hokkaido Sculpture Web	306	(10)
Hajime Saito
Makoto Nishimura
Azuma Ohuchi
Entropy and Mutual Information Analysis of Collective Behavior in Slime Mold Model	316	(11)
Koji Nishikawa
Hidenori Kawamura
Azuma Ohuchi
Part VII Soft Computing and Hard Computing
Fusion of Soft Computing and Hard Computing: An Extension of Structural Categories	327	(10)
Akimoto Kamiya
Seppo J. Ovaska
Shinayaka-Systems Design: A Multi-objective Plant-layout Planning for Power Generating Plants	337	(12)
Kensuke Kawai
Shigeru Matsumoto
Mitsunobu Nakajo
Hirotaka Nakayama
Masao Arakawa
Improving Initial Pool Generation of Direct-Proportional Length-Based DNA Computing by Parallel Overlap Assembly	349	(10)
Zuwairie Ibrahim
Yusei Tsuboi
Osamu Ono
Marzuki Khalid
Solving Elevator Scheduling Problem Using DNA Computing Approach	359	(12)
Mohd Saufee Muhammad
Satomi Ueda
Osamu Ono
Junzo Watada
Marzuki Khalid
Problem Formalization and Problem Solving Approach based on Fusion Model	371	(10)
Hiroshi Nakajima
Kazuto Kojitani
Masaki Arao
Shigeyasu Kawaji
An Intelligent Control System for Distributed Mini Grids	381	(10)
Yasuo Takagi
Dai Murayama
Kenji Mitsumoto
Density- and Complexity-Regularization in Gaussian Mixture Bayesian Classifier	391	(9)
Hiroshi Tenmoto
Mineichi Kudo
An Effective Rule Based Policy Representation and its Optimization using Inter Normal Distribution Crossover	400	(12)
Chikao Tsuchiya
Jun Sakuma
Isao Ono
Shigenobu Kobayashi
Pareto Distance-based MOGA for Solving Bi-objective N-Version Program Design Problem	412	(11)
Hidemi Yamachi
Yasuhiro Tsujimura
Hisashi Yamamoto
Adaptive Particle Swarm Optimization via Velocity Feedback	423	(12)
Keiichiro Yasuda
Nobuhiro Iwasaki
Part VIII Chance Discovery
Influence of Appreciation Experience to Interest in Pieces and Parts of Artwork	435	(11)
Yuki Nyu
Yukio Ohsawa
Chizuru Nishio
Yo Nakamura
Externalizing Social Views in Collaborative Chance Discovery Facilitates Scenario Emergence	446	(10)
Ruediger Oehlmann
Understanding Scenarios of Individual Patients of Hepatitis in Double Helical Process Involving KeyGraph and DSV	456	(14)
Yukio Ohsawa
Naohiro Matsumura
Naoaki Okazaki
Scenario to Data Mapping for Chance Discovery Process	470	(10)
Yasufumi Takama
Yoshihiro Iwase
Knowledge Discovery Method by Gradual Increase of Target Baskets from Sparse Dataset	480	(10)
Tsuneki Sakakibara
Yukio Ohsawa
Examining Small World Problem Using KeyGraph	490	(11)
Yuichi Washida
Hiroshi Tamura
Yukio Ohsawa
Bulletin Board System for Scenario Creation based on a Sub-Story Model	501	(10)
Wataru Sunayama
Keihachiro Tachibana
CODIRO: A new system for obtaining data concerning consumer behavior based on data factors of high interest determined by the analyst	511	(10)
Katsutoshi Yada
Process of Problem Discovery from Sales Reports in a Relational Database	521	(11)
Takashi Yamaguchi
Yukio Ohsawa
Discovering Critically Self-Organized Chat	532	(11)
Calkin A. S. Montero
Kenji Araki
Communication Gaps in Social Networks	543	(12)
Naohiro Matsumura
David E. Goldberg
Xavier Llora
Part IX Medicine and Biology
Computational Modeling of Symbolic Looking Processing in Brain	555	(8)
Akitoshi Ogawa
Takashi Omori
Off-line handwritten Chinese character recognition based on fusion features and Bayesian classifier	563	(8)
Yanyu Gao
Takashi Uozumi
Fei Chen
Evaluation of Health Support System Based on Web Application by Analysis the Individual Preference for Cooking	571	(10)
Linfu Li
Hiroshi Kubo
Takashi Uozumi
Representation of visual fatigue during VDT work using Bayesian network	581	(10)
Kentarou Fukuta
Teppei Koyama
Takashi Uozumi
Real-time P and R Wave Detection in Exercise Electrocardiogram	591	(13)
Hiroki Hasegawa
Takuya Watanabe
Takashi Uozumi
Rhythmic contraction and intercellular synchronization of intracellular Ca2+ oscillation in spontaneously beating cultured cardiac myocytes: experimental and modeling studies	604	(15)
Yukako Nakayama
Koichi Kawahara
Mitsuru Yoneyama
Part X Humanized Computational Intelligence
Genetic Algorithms versus Human Bidding Strategies for Auctions	619	(10)
Asuncion Mochon
David Quintana
Pedro Isasi
Yago Saez
Reducing Evaluation Fatigue in Interactive Evolutionary Algorithms by Using an Incremental Learning Approach	629	(12)
Leuo-Hong Wang
Ping-Yu Wei
Yu-Ting Chang
Emergent Intelligent Properties of Evolving and Adapting Snake-like Robot's Locomotion	641	(12)
Ivan Tanev
An IEC-Based Haptic Rendering Optimizer	653	(10)
Hiroaki Nishino
Kazuma Takekata
Michiaki Sakamoto
Muhammad Sulzman Bin Azmi
Tsuneo Kagawa
Kouichi Utsumiya
Accelerating Interactive Evolutionary Computation Convergence Pace by Using Over-sampling Strategy	663	(9)
Ming-Hsiang Hung
Fang-Cheng Hsu
Evaluation of User Fatigue Reduction Through IEC Rating-Scale Mapping	672	(10)
Shangfei Wang
Hideyuki Takagi
Interactive Evolutionary Computation algorithms applied to solve Rastrigin test functions	682	(13)
Yago Saez
Pedro Isasi
F. Javier Segovia
Part XI Civil and Environmental Engineering
A Concrete Bridge Design System Using Multi-Agents	695	(10)
Tomoaki Shitani
Nobuyoshi Yabuki
CAD Data Identity Determination Component - Logical Smart -	705	(10)
Yoshitaka Minami
Shigenori Tanaka
Hitoshi Furuta
Katsuhisa Itou
A Research and Development about the Automatic Creation System of the 3-Dimensional Model Using the Digital Video Camera	715	(10)
Etsuji Kitagawa
Shigenori Tanaka
Hitoshi Furuta
Toshiyuki Sugimachi
A Cooperative Unsupervised Connectionist Model to Identify the Optimal Conditions of a Pneumatic Drill	725	(10)
Emilio Corchado
Leticia Curiel
Pedro Bravo
A Research on Traffic Calculation Using Stereo Video Camera	735	(10)
Hiroya Yoshida
Hirokazu Muraki
Shigenori Tanaka
Hitoshi Furuta
Shigenori Fujimaki
Yoshito Nishita
Data Mining Aspects of a Dam Monitoring Project	745	(10)
Karlheinz Lehner
Ingo Mittrup
Dietrich Hartmann
An Integrated IT System for Large Scale Coastal Environment Control	755	(10)
B. Estrany
M. Mascaro Portells
J. M. Aguilo
L. Arqueros
Y. Luo
Architecture for Universal Utilization of Bridge Management Data	765	(10)
Yusuke Mizuno
Masato Abe
Yozo Fujino
Development of Integrated Database System for Traffic Impact Assessment using Server Side Technology	775	(12)
Teppei Osada
Hirotaka Koike
Akinori Morimoto
Part XII Web Intelligence
Online Decision Support and Transactional System: A study of web-based technologies	787	(10)
Haamid Kazemi Manshady
Wei Dai
Design and Implementation of Resource Sharing System for Creation of Multiple Instructions In Mobile Internet Environment	797	(11)
Seung-Won Na
A Semantic Knowledge Model for Agent-based Network Management System	808	(11)
Sameera Abar
Hideaki Hatori
Toru Abe
Tetsuo Kinoshita
Design and Implementation of Context-Aware Orchestration Server	819	(9)
Gwyduck Yeom
Dugki Min
Mining the Web by a Potential Hub-and-Authority First Approach	828	(10)
Leuo-Hong Wang
Tong-Wen Lee
An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining	838	(13)
T.P. Martin
M. Azmi-Murad
Part XIII Intelligent Hybrid Systems
Hybrid Fuzzy Cognitive Map Modeller: A Novel Software Tool for Decision Making	851	(12)
N.H. Mateou
C. Stylianou
A.S. Andreou
COSATS: A new Cooperation Model between Simulated Annealing and Tabu Search for the K-Graph Partitioning Problem	863	(11)
Moez Hammami
Khaled Ghedira
Structural Simplification of A Fuzzy-Neural Network Model	874	(10)
Fang-Ju Ai
Yong Feng
Hybrid Neurocomputing for Breast Cancer Detection	884	(9)
Yuehui Chen
Ajith Abraham
Bo Yang
Multiple Mobile Robots Navigation in a Cluttered Environment Using Neuro-Fuzzy Controller	893	(11)
Hamdi A. Awad
Magdi A. Koutb
Mohamed A. Al-Zorkany
Hybrid Rough-Genetic Algorithm for Knowledge Discovery from Large Data	904	(10)
Goutam Chakraborty
Basabi Chakraborty
Spread-Repair Algorithm for Solving Extended Fuzzy Constraint Satisfaction Problems	914	(13)
Yasuhiro Sudo
Masahito Kurihara
Tamotsu Mitamura
Part XIV Swarm Intelligence and Patterns
Bi-Tour Ant Colony Optimization for Diagonal Clustering	927	(10)
Kwan-Ho Woo
Chun-Hung Cheng
Regulation Mechanism of Task-Allocation and Formation Mechanism of Ants' Distribution Pattern in Collective Behavior of Ant Colony Models	937	(12)
Mari Nakamura
A generalized version of Graph-based Ant System and its applicability and convergence	949	(10)
Hoang Trung Dinh
Abdullah Al Mamun
Huu Tue Huynh
Distributed Data Clustering Based on Flowers Pollination by Artificial Bees	959	(8)
Majid Kazemian
Yoosef Ramezani
Caro Lucas
Behzad Moshiri
Using the Purposive Behaviour of Honeybees as the Basis of an Experimental Search Engine	967	(10)
Reginald L. Walker
ANTIDS: Self Organized Ant-based Clustering Model for Intrusion Detection System	977	(10)
Vitorino Ramos
Ajith Abraham
Self-assembly Simulation System	987	(12)
Vadim Gerasimov
Ying Guo
Geoff James
Geoff Poulton
Multiple Cooperating Swarms for Non-Linear Function Optimization	999	(10)
Mohammed El-Abd
Mohamed Kamel
Clustering Ants with Self-Synchronized Interaction	1009	(10)
Tsuyoshi Mikami
Mitsuo Wada
Constrained Optimization by Constrained Particle Swarm Optimizer with e-level Control	1019	(11)
Tetsuyuki Takahama
Setsuko Sakai
Ant Colony System for Optimization of Sum of Ratios Problem	1030	(13)
Yasuhiro Takenaka
Takashi Noda
Jianming Shi
Part XV Data Mining and Knowledge Management
Multiple Concept Learning - A Novel Approach to Feature Selection in Text Categorization	1043	(10)
Son Doan
Susumu Horiguchi
Augmented Reality applications for Warehouse Logistics	1053	(10)
Bengt Mueck
Matthias Hower
Werner Franke
Wilhelm Dangelmaier
A Data Mining Technique to Grouping Customer Orders in Warehouse Management System	1063	(8)
Mu-Chen Chen
Cheng-Lung Huang
Hsiao-Pin Wu
Ming-Fu Hsu
Fei-Hou Hsu
FA-Tree--A Dynamic Indexing Structure for Spatial Data	1071	(10)
Chin-Chen Chang
Jau-Ji Shen
Yung-Chen Chou
Finding The Clustering Consensus of Time Series with Multi-Scale Transform	1081	(10)
Hui Zhang
Tu Bao Ho
The Scenario Computing Design to Enhance Learning in the Museum	1091	(10)
Pai-Tzu Chang
Data Consistency of a Decision Support System at Distributed Database	1101	(8)
Hyun-Chang Lee
Obtain Topological Relations from GIS Spatial Database	1109	(12)
Guo Ping
Fan Li
Ye Lian
Part XVI Financial Modeling
Pricing Asian Options with an Efficient Convergent Approximation Algorithm	1121	(10)
Tian-Shyr Dai
Guan-Shieng Huang
Yuh-Dauh Lyuu
Pricing Double Barrier Options by Combinatorial Approaches	1131	(10)
Tian-Shyr Dai
Yuh-Dauh Lyuu
Investment Stock Portfolio with Multi-Stage Genetic Algorithm Optimization	1141	(10)
Man-Chung Chan
Chi-Cheong Wong
W.D. Luo
Bernard K.S. Cheung
Association Mining System for Financial Ratios and Stock Prices in China and Hong Kong Stock Exchange	1151	(10)
Man-Chung Chan
H.C. Leung
W.D. Luo
Day-trading of Nikkei 225 Index Futures based on Chaos Theory	1161	(12)
Tadashi Iokibe
Takashi Kimura
Yasunari Fujimoto
Yasuyuki Kuratsu
Part XVII Information Processing Systems
Coupled Map Lattice Model based on Driving Strategy for City Traffic Simulation	1173	(10)
Kouhei Hamaoka
Mitsuo Wada
Kosei Ishimura
Analysis of the Correlation between Words and Design Elements for the Generation of a Kansei Engineering System	1183	(12)
Fabrice Mantelet
Carole Bouchard
Ameziane Aoussat
Design and Implementation of Resource Management System for Dynamic Linking of Resources in Mobile Device	1195	(9)
Seung-Won Na. Gu-Min Jeong
Trends Integration Process as Input Data for Kansei Engineering Systems	1204	(12)
Carole Bouchard
Fabrice Mantelet
Ameziane Aoussat
A New Detection Method for Tampered Audio Signals Based on Discrete Cosine Transformation	1216	(10)
Ching-Te Wang
Tung-Shou Chen
Wen-Hung Chao
Agent-Based Consultation Support for Learners in E-learning System	1226	(10)
Kazuhiko Sato
Fuminori Ozaki
Sawat Luengruengrit
Ichiro Sugioka
A Support Method for Programming Education Based on Analysis of Each Learner's Mental States	1236	(13)
Masataka Egawa
Shoichi Nakamura
Kazuhiko Sato
Zixue Cheng
Part XVIII Evolutionary Algorithms, Search and Optimization
Semantic Model for Circular DNA-Based Memory	1249	(10)
Yusei Tsuboi
Zuwairie Ibrahim
Osamu Ono
Binary Factor Analysis with Genetic Algorithms	1259	(10)
Ales Keprt
Vaclav Snasel
GA-ICA Algorithms applied to Image Processing	1269	(9)
J.M. Gorriz
C. G. Puntonet
DNA-based Algorithm for 0-1 Planning Problem	1278	(10)
Lei Wang
Zhiping Chen
Xinhua Jiang
Shaoli Liu
Analysis of Connectedness of the Fixed Radius Random Graph Model in One-dimensional Space	1288	(11)
Ai Noshiro
Takeshi Yoshikawa
Masahito Kurihara
Part XIX Collaborative Learning Systems
Autonomous Concept Formation in Agents for Exploitation of Novel Environments	1299	(10)
Elise Langham
Seth Bullock
Multi Target Partitioning of Sets Based on Local Information	1309	(10)
Andreas Goebels
Hans Kleine Buning
Steffen Priesterjahn
Alexander Weimer
A Sensor Enabled Multi-Agent Infrastructure for Applications Integration	1319	(10)
Wei Dai
Changgui Chen
Wanlei Zhou
Characteristic Analysis of Agents in Adaptive Consensus Formation Models	1329	(9)
Hiroaki Oumi
Tamotsu Mitamura
Masahito Kurihara
Takafumi Oohori
Takeshi Yoshikawa
Learning in Coaching	1338	(11)
Conirose L. Dulalia
Peggy Sharon L. Go
Pamela Vianne C. Tan
Ma. Zaide Ilene O. Uy
Remedios de Dios Bulos
Subject Index	1349	(6)
Index of Contributors	1355