## Knowledge-based Intelligent Information Engineering Systems & Allied Technologies: KES'2001, Volume 5The annual Kes International Conference in Knowledge-based Intelligent Information Engineering Systems and Allied Technologies has become an event that is held in high regard by the intelligent systems community. The proceedings of the fifth conference represents a comprehensive survey of research on the theory and application of knowledge-based intelligent systems including topics such as: generic intelligent techniques - artificial neural networks, machine learning fuzzy and neuro-fuzzy techniques, and artificial life; applications of intelligent systems - condition monitoring, fault diagnosis, image processing, and high voltage systems; and allied technologies - communications, the Internet and web-based technologies, e-commerce, and computer pets. The proceedings should be of interest to those in the intelligent systems field, such as engineers, researchers and students. |

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### Contents

Recent Advances in the Neocognitron K Fukushima | 3 |

Automated Control of Synthesis System Based on Neural Networks N Yamauchi | 9 |

Fuzzy Systems and Data Mining | 17 |

Neural Network Control and its Multimedia Demo System L Xu G Zhang | 23 |

Supervised and Unsupervised Fuzzy Discretization of Continuous Attributes | 32 |

Fuzzy Techniques for Software Reuse intheSmall C Bellettini E Damiani | 47 |

PART 2 | 49 |

MigrationGoal Control of Chaotic Systems with Neural Network C Hernandez | 65 |

Nondestructive Evaluation NDE for Diagnostics | 424 |

An Automated Tissue Discrimination Based on Fuzzy Analysis of Ultrasonic | 431 |

A Medical Image Segmentation Methcxl Using KMeans Clustering and Rough | 436 |

Data Clustering and Classification | 451 |

Experiments with an Ensemble SelfGenerating Neural Network H Inoue | 460 |

Intelligent Optimization Using Soft Computing Technologies | 466 |

Using Centripetal Force to Solve SAT by Lagrange Programming Neural | 476 |

Mining Similar Association Rules from Transaction Databases S L Wang | 486 |

Proposed Measurement for Complexity of Analysis Classes in UML Y | 66 |

Brain Source Localization for Auditory Evoked Potentials by Use of Neural | 80 |

SelfOrganization of SpatioTemporal MultiRhythms in Neural Networks | 84 |

Evolutionary Systems | 101 |

Asymmetrical Mutations Driven by Sexual Selection K Omori Y Fujiwara | 122 |

A Fast Method of Storing Compound Keywords with Related Information | 137 |

Training Algorithm of Neural Network Neural Network Model | 152 |

Structure Selection of RBF Neural Network Using Information Criteria | 166 |

Semiautomatic Color Space Quantization Method Supporting Image Retrieval | 181 |

Adding EventDriven Control Knowledge in aCommonKADS Knowledge Model | 196 |

SOM and Data Visualization | 212 |

Dynamic TwoDimensional Feature Map with Modified Ant Clustering for Data | 228 |

Automatic FAQ Email Classification by SelfOrganizing Maps S B Cho | 245 |

Hierarchical Clustering for Data Mining A Szymkowiak J Larsen and L K Hansen | 261 |

Fuzzy Clustering and TimeFrequency Approach for Fault Diagnosis D Stefanoiu | 278 |

Recent Trends in Communication Systems | 282 |

Theory and Applications | 293 |

Function Approximation Using LVQ and Fuzzy Sets S MinKyu J Murata | 307 |

Application of Modular Neural Networks to Detection of Gas Leakage under | 308 |

Cooperation of Evolutionary Modular Neural Networks Developed by LSystem | 324 |

Conversational Intelligence and its Applications | 330 |

On Shape Recovery Using Shadows in TwoImage Photometric Stereo F Morii | 333 |

Communication between Human and Artifact Based on Embodiment K Terada | 339 |

Consensus Formation Process in Network Community K Matsumura | 348 |

KnowledgeBased systems Knowledge Discovery II | 357 |

Interactive Fuzzy Decentralized TwoLevel Linear Programming through | 365 |

Dimensionality Reduction of Vector Space Information Retrieval Model Based | 367 |

Intelligent Data Processing in Process Systems and Plants 1 Intelligent Monitoring | 377 |

Application of Wavelet Transformation to Process Diagnosis T Matsuo | 387 |

Soft Communication New Wave in Information Technology 4 Singh | 393 |

SelfDiagnosis of a Neural Net Controller T Ohba andM Ishida | 398 |

A Concept of TeacherSupport System for Symbolic Calculation T Yoshioka | 408 |

Writer Recognition by Means of Fuzzy Membership Function and Local Arcs | 414 |

Web Mining for Browsing Patterns T P Hong K Y Lin and S L Wang | 495 |

Data Mining of Inclusion Dependency from Relational Database S L Wang | 505 |

Sensor Data Fusion Using HInfinity Filters J R Raol and F lonescu | 515 |

On Syntactic Character Recognition Using Attributes M Prundaru I Prundaru | 525 |

Intelligent Robots Utilizing Soft Computing Techniques | 531 |

Semiotic Learning for Social Robot Using Evolutionary Computing T Sawaragi | 538 |

ComplexValued Associative Memory Storing Grayscale Images with Attribute | 561 |

Coherent Neural Network Architecture Realizing a SelfOrganizing Activeness | 576 |

An Efficient Construction Method of Compound Field Association Words | 591 |

Principal and Minor Component Analysis for Web Link Structures J Matsukubo | 595 |

XXVI | 600 |

A PCA Based Output Integrated Recurrent Neural Network for Dynamic Process | 606 |

Design of a pH Controller Using a Neural Network Optimized by Genetic | 622 |

Recognition of Face Direction T Kamiya Y Adachi M Ozaki and N Ishii | 637 |

Intelligent Systems for Diagnosis and Fault Detection | 652 |

A CodewordBased Approach to Diagnose the Thermal Imaging of Printed | 663 |

Diagnosis and Treatment of Machinery Based on Case of Typical Fault | 669 |

Mathematical Models of Fuzzy Systems | 678 |

Fuzzy Concept Formation Based on Context Model V H Huynh and Y Nakamori | 687 |

On Field Theory of AStandard Fuzzy Numbers J K Manila | 695 |

Fuzzy Ethical Theory to Cyborg Intelligence T Airaksinen | 705 |

Application of Soft Computing Techniques for Financial Forecasting | 718 |

KnowledgeBased Decision Support Systems for Dealing Nikkei225 by Soft | 728 |

Urban Data Representation and Analysis D Sol H Gomez and M Guenet | 738 |

Speech Technology to Provide Access to Digital Information in Mexican Spanish | 748 |

Motion Estimation Algorithms of Image Processing Services for Wide Community | 758 |

Bioinformatics Towards Post Genome Sequence | 765 |

A Framework for QuickandPinpoint Data Mining and its Application | 773 |

An Approach for High Speed Homology Search with FPGAs Y Yamaguchi | 783 |

An Optimal Path Problem with Threshold Probability T Fujita | 792 |

Stopping Game Problem for Fuzzy Stochastic Systems Y Yoshida M Yasuda | 802 |

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### Common terms and phrases

Abstract agent algorithm analysis application architecture Artificial Intelligence artificial neural networks attributes behavior calculated classification clustering CMAC coefficient color space CommonKADS complex-valued complexity components data mining data set database defined denotes distribution dynamic Eco-Evolution Engineering error estimation evaluation example experiment Expert System extraction fault diagnosis feature Figure FPGA fuzzy numbers fuzzy sets Genetic Algorithms histogram human IEEE implemented input Intelligent interactions internal IOS Press iterative Japan keywords knowledge layer learning linear machine learning matrix measure membership functions memes metrics mixture model module neuron node nonlinear obtained operation optimal orientation output paper parameters pattern performance problem Proc proposed method quantization recognition regression relation retrieval reuse robot sample selected Self-Organizing Maps sensor shown shows signal similar simulation solution Table techniques temporal training data updated variables vector visual voxels weights words