Soft Computing as Transdisciplinary Science and Technology: Proceedings of the Fourth IEEE International Workshop Wstst´05

ISBN-13: 9783540250555 / Angielski / Miękka / 2005 / 1357 str.

Ajith Abraham; Yasuhiko Dote; Takeshi Furuhashi

Opis

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.

Spis treści

WSTST’05 Plenary Abstracts.- Work Life Balance and Cognizant Workplaces.- Design for Product Innovation: System Development and Beyond.- Design and Measurement with Interactive Evolutionary Computation.- Networked Intelligence and Ontology.- Chance Discovery: Prediction and Production of Future Scenarios.- The Soft Computing on Artificial Psychology.- Complex/Harmonious System Engineering Viewed in the Light of General Systems Theory.- Interpretation of Multivariate Data via Visualization.- Biologically Inspired Methods in Data Mining.- Neural Networks.- Prediction of MHC class II Epitopes Using Fourier Analysis and Support Vector Machines.- Radial Basis Function Neural Network Approach to Estimate Public Transport Trips in Istanbul.- Cooperative Fuzzy Hint Acquisition for Industrial Redundant Robots to Avoid the Joint Limits.- Neural Classification of E.coli Promoters Using Selected DNA Profiles.- Effects of Noise on the Dynamics of Biological Neuron Models.- Morphological Neural Networks for Real-time Vision Based Self-Localization.- Fuzzy Systems.- Fuzzy Preference Relations and Multiobjective Decision Making.- Automatic Acquisition Method of Fuzzy Control Knowledge for Orbit Tracking of Autonomous Vehicle in Agricultural Works Using Genetic Algorithms.- Soft Modeling of Group Dynamics and Behavioral Attributes.- Tuning Fuzzy Controller Using Approximated Evaluation Function.- Identification of a Fuzzy Measure by an Evolutionary Strategy.- Image Processing.- Improvement of the product development process applied structural modeling.- Comparative Histogram: A Spatial-Temporal Segmentation Algorithm for Video Object Segmentation.- Facial Feature Extraction by Color and Texture, which is Robust in face angle.- A New Pulse-Coupled Neural Network Algorithm for Image Segmentation.- Secret Hiding Using Side Match Vector Quantization.- Image Restoration Using Two Dimensional Fast Euclidean Direction Search Based Adaptive Algorithm.- Intelligent Feature Extract System for Cursive-Script Recognition.- Universal Representation of Image Functions by the Sprecher Construction.- Computer Security.- A Behavior-Based Anti-Spam Technology Based on Immune-Inspired Clustering Algorithm.- Unsupervised Anomaly Intrusion Detection Using Ant Colony Clustering Model.- Self-Organizing Distributed Intrusion Detection in Mobile Ad Hoc Networks.- Agent Based Systems.- Effect of Congestion Reduction with Agents’ Coordination in Theme Park Problem.- Applied Immune Algorithm to Search Optimum Compositions of Solid-state Catalysts.- Improving the Robustness of Reinforcement Learning for a Multi-Robot System Environment.- Balanced Two-sided Matching.- GPS Log Mining Method for Tourism Activity Analysis.- Massive Multi-Agent Simulation in 3D.- On Constructing Hokkaido Sculpture Web.- Entropy and Mutual Information Analysis of Collective Behavior in Slime Mold Model.- Soft Computing and Hard Computing.- Fusion of Soft Computing and Hard Computing: An Extension of Structural Categories.- Shinayaka-Systems Design: A Multi-objective Plant-layout Planning for Power Generating Plants.- Improving Initial Pool Generation of Direct-Proportional Length-Based DNA Computing by Parallel Overlap Assembly.- Solving Elevator Scheduling Problem Using DNA Computing Approach.- Problem Formalization and Problem Solving Approach based on Fusion Model.- An Intelligent Control System for Distributed Mini Grids.- Density- and Complexity-Regularization in Gaussian Mixture Bayesian Classifier.- An Effective Rule Based Policy Representation and its Optimization using Inter Normal Distribution Crossover.- Pareto Distance-based MOGA for Solving Bi-objective N-Version Program Design Problem.- Adaptive Particle Swarm Optimization via Velocity Feedback.- Chance Discovery.- Influence of Appreciation Experience to Interest in Pieces and Parts of Artwork.- Externalizing Social Views in Collaborative Chance Discovery Facilitates Scenario Emergence.- Understanding Scenarios of Individual Patients of Hepatitis in Double Helical Process Involving KeyGraph and DSV.- Scenario to Data Mapping for Chance Discovery Process.- Knowledge Discovery Method by Gradual Increase of Target Baskets from Sparse Dataset.- Examining Small World Problem Using KeyGraph.- Bulletin Board System for Scenario Creation based on a Sub-Story Model.- CODIRO: A new system for obtaining data concerning consumer behavior based on data factors of high interest determined by the analyst.- Process of Problem Discovery from Sales Reports in a Relational Database.- Discovering Critically Self-Organized Chat.- Communication Gaps in Social Networks.- Medicine and Biology.- Computational Modeling of Symbolic Looking Processing in Brain.- Off-line handwritten Chinese character recognition based on fusion features and Bayesian classifier.- Evaluation of Health Support System Based on Web Application by Analysis th e Individual Preference for Cooking.- Representation of visual fatigue during VDT work using Bayesian network.- Real-time P and R wave detection in exercise electrocardiogram.- Rhythmic contraction and intercellular synchronization of intracellular Ca2+ oscillation in spontaneously beating cultured cardiac myocytes: experimental and modeling studies.- Humanized Computational Intelligence.- Genetic Algorithms versus Human Bidding Strategies for Auctions.- Reducing Evaluation Fatigue in Interactive Evolutionary Algorithms by Using an Incremental Learning Approach.- Emergent Intelligent Properties of Evolving and Adapting Snake-like Robot’s Locomotion.- An IEC-Based Haptic Rendering Optimizer.- Accelerating Interactive Evolutionary Computation Convergence Pace by Using Over-sampling Strategy.- Evaluation of User Fatigue Reduction Through IEC Rating-Scale Mapping.- Interactive Evolutionary Computation algorithms applied to solve Rastrigin test functions.- Civil and Environmental Engineering.- A Concrete Bridge Design System Using Multi-Agents.- CAD Data Identity Determination Component — Logical Smart —.- A Research and Development about the Automatic Creation System of the 3-Dimensional Model Using the Digital Video Camera.- A Cooperative Unsupervised Connectionist Model to Identify the Optimal Conditions of a Pneumatic Drill.- A Research on Traffic Calculation Using Stereo Video Camera.- Data Mining Aspects of a Dam Monitoring Project.- An Integrated IT System for Large Scale Coastal Environment Control.- Architecture for Universal Utilization of Bridge Management Data.- Development of Integrated Database System for Traffic Impact Assessment using Server Side Technology.- Web Intelligence.- Online Decision Support and Transactional System: A study of web-based technologies.- Design and Implementation of Resource Sharing System for Creation of Multiple Instructions In Mobile Internet Environment.- A Semantic Knowledge Model for Agent-based Network Management System.- Design and Implementation of Context-Aware Orchestration Server.- Mining the Web by a Potential Hub-and-Authority First Approach.- An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining.- Intelligent Hybrid Systems.- Hybrid Fuzzy Cognitive Map Modeller: A Novel Software Tool for Decision Making.- COSATS: A new Cooperation Model between Simulated Annealing and Tabu Search for the K-Graph Partitioning Problem.- Structural Simplification of a Fuzzy-Neural Network Model.- Hybrid Neurocomputing for Breast Cancer Detection.- Multiple Mobile Robots Navigation in a Cluttered Environment using Neuro-Fuzzy Controller.- Hybrid Rough-Genetic Algorithm for Knowledge Discovery from Large Data.- Spread-Repair Algorithm for Solving Extended Fuzzy Constraint Satisfaction Problems.- Swarm Intelligence and Patterns.- Bi-Tour Ant Colony Optimization for Diagonal Clustering.- Regulation Mechanism of Task-allocation and Formation Mechanism of Ants’ Distribution Pattern in Collective Behavior of Ant Colony Models.- A generalized version of Graph-based Ant System and its applicability and convergence.- Distributed Data Clustering Based on Flowers Pollination by Artificial Bees.- Using the Purposive Behavior of Honeybees as the Basis of an Experimental Search Engine.- ANTIDS: Self Orga nized Ant-Based C lustering Model for Intrusion Det ection System.- Self-assembly Simulation System.- Multiple Cooperating Swarms for Non-Linear Function Optimization.- Clustering Ants with Self-Synchronized Interaction.- Constrained Optimization by ? Constrained Particle Swarm Optimizer with ?-level Control.- Ant Colony System for Optimization of Sum of Ratios Problem.- Data Mining and Knowledge Management.- Multiple Concept Learning - A Novel Approach to Feature Selection in Text Categorization.- Augmented Reality applications for Warehouse Logistics.- A Data Mining Technique to Grouping Customer Orders in Warehouse Management System.- FA-Tree — A Dynamic Indexing Structure for Spatial Data.- Finding The Clustering Consensus of Time Series with Multi-Scale Transform.- The Scenario Computing Design to Enhance Learning in the Museum.- Data Consistency of a Decision Support System at Distributed Database.- Obtain Topological Relations from GIS Spatial Database.- Financial Modeling.- Pricing Asian Options with an Efficient Convergent Approximation Algorithm.- Pricing Double Barrier Options by Combinatorial Approaches.- Investment Stock Portfolio with Multi-Stage Genetic Algorithm Optimization.- Association Mining System for Financial Ratios and Stock Prices in China and Hong Kong Stock Exchange.- Day-trading of Nikkei 225 Index Futures based on Chaos Theory.- Information Processing Systems.- Coupled Map Lattice Model based on Driving Strategy for City Traffic Simulation.- Analysis of the correlation between words and design elements for the generation of a Kansei engineering system.- Design and Implementation of Resource Management System for Dynamic Linking of Resources in Mobile Device.- Trends integration process as input data for Kansei Engineering Systems.- A New Detection Method for Tampered Audio Signals Based on Discrete Cosine Transformation.- Agent-Based Consultation Support for Learners in E-learning System.- A Support Method for Programming Education Based on Analysis of Each Learner’s Mental States.- Evolutionary Algorithms, Search and Optimization.- Semantic Model for Circular DNA-Based Memory.- Binary Factor Analysis with Genetic Algorithms.- GA-ICA algorithms applied to image processing.- DNA-based Algorithm for 0–1 Planning Problem.- Analysis of Connectedness of the Fixed Radius Random Graph Model in One-dimensional Space.- Collaborative Learning Systems.- Autonomous Concept Formation in Agents for Exploitation of Novel Environments.- Multi Target Partitioning of Sets Based on Local Information.- A Sensor Enabled Multi-Agent Infrastructure for Applications Integration.- Characteristic Analysis of Agents in Adaptive Consensus Formation Models.- Learning in Coaching.