Knowledge-based Intelligent Information And Engineering Systems: 8th International Conference, Kes 2004, Wellington, New Zealand, September 20-25, 2004. Proceedings. Part Iii

by Negoita, Mircea Gh; Howlett, Robert J.; Jain, L. C.

• ISBN13: 9783540232056
• ISBN10: 3540232052
• Format: Paperback
• Copyright: 2005-02-28
• Publisher: Springer-Verlag New York Inc

Summary

The three-volume set LNAI 3213, LNAI 3214, and LNAI 3215 constitutes the refereed proceedings of the 8th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2004, held in Wellington, New Zealand in September 2004.The over 450 papers presented were carefully reviewed and selected from numerous submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; among the areas covered are artificial intelligence, computational intelligence, cognitive technologies, soft computing, data mining, knowledge processing, various new paradigms in biologically inspired computing, and applications in various domains like bioinformatics, finance, signal processing etc.

Table of Contents

Engineering of Ontology and Multi-agent System Design
Implementing EGAP-Based Many-Valued Argument Model for Uncertain Knowledge
Taro Fukumoto, Takehisa Takahashi, Hajime Sawamura	1	(7)
Ontology Revision Using the Concept of Belief Revision
Seung Hwan Kang, Sim Kim Lau	8	(8)
A Robust Rule-Based Event Management Architecture for Call-Data Records
C.W. Ong, J.C. Tay	16	(8)
Adaptive Agent Integration in Designing Object-Based Multiagent System
Jaya Si1	24	(7)
Ontological Representations of Software Patterns
Jean-Marc Rosengard, Marian F. Ursu	31	(7)
Intelligent Multimedia Solution and the Security for the Next Generation Mobile Networks
Dynamic Traffic Grooming and Load Balancing for GMPLS-Centric All Optical Networks
Hyuncheol Kim, Seongjin Ahn, Jinwook Chung	38	(7)
Probabilistic Model of Traffic Breakdown with Random Propagation of Disturbance for ITS Application
Bongsoo Son, Taewan Kim, Hyung Jin Kim, Soobeom Lee	45	(7)
Novel Symbol Timing Recovery Algorithm for Multi-level Signal
Kwang Ho Chun, Myoung Seob Lim	52	(8)
Development Site Security Process of ISO/IEC TR 15504
Eun-ser Lee, Tai-hoon Kim	60	(7)
Improving CAM-DH Protocol for Mobile Nodes with Constraint Computational Power
Yong-Hwan Lee, Il-Sun You, Sang-Surm Rhee	67	(7)
Space Time Code Representation in Transform Domain
Gi Yean Hwang, Jia Hou, Moon Ho Lee	74	(7)
A Multimedia Database System Using Mobile Indexing Agent in Wireless Network
Jong-Hee Lee, Kwang-Hyoung Lee, Moon-Seog Jun, Keun-Wang Lee	81	(7)
Bus Arrival Time Prediction Method for ITS Application
Bongsoo Son, Hyung Jin Kim, Chi-Hyun Shin, Sang-Keon Lee	88	(7)
RRAM Spare Allocation in Semiconductor Manufacturing for Yield Improvement
Youngshin Han, Chilgee Lee	95	(8)
A Toolkit for Constructing Virtual Instruments for Augmenting User Interactions and Activities in a Virtual Environment
Kyoung S. Park, Yongjoo Cho	103	(7)
Mobility Grouping Scheme to Reduce HLR Traffic in IMT-2000 Networks
Dong Chun Lee, Gwang-Hyun Kim, Seung-Jae Yoo	110	(6)
Security Requirements for Software Development
Tai-hoon Kim, Myong-chul Shin, Sang-ho Kim, Jae Sang Cha	116	(7)
Operations Research Based on Soft Computing
Intelligent Control Model of Information Appliances
Huey-Ming Lee, Ching-Hao Mao, Shu-Yen Lee	123	(6)
Effective Solution of a Portofolio Selection Based on a Block of Shares by a Meta-controlled Boltzmann Machine
Teruyuki Watanabe, Junzo Watada	129	(7)
Soft Computing Approach to Books Allocation Strategy for Library
Junzo Watada, Keisuke Aoki, Takayuki Kawaura	136	(7)
Analysis of Human Feelings to Colors
Taki Kanda	143	(8)
Possibilistic Forecasting Model and Its Application to Analyze the Economy in Japan
Yoshiyuki Yabuuchi, Junzo Watada	151	(8)
A Proposal of Chaotic Forecasting Method Based on Wavelet Transform
Yoshiyuki Matsumoto, Junzo Watada	159	(7)
Fuzzy Multivariant Analysis
Junzo Watada, Masato Takagi, Jaeseok Choi	166	(7)
Web Mining and Personalization
Using Coherent Semantic Subpaths to Derive Emergent Semantics
D.V. Sreenath, W.I. Grosky, F. Fotouhi	173	(7)
Retrieval of Product Reputations from the WWW
Takahiro Hayashi, Yosuke Kinosita, Rikio Onai	180	(7)
A Logic-Based Approach for Matching User Profiles
Andrea Cali, Diego Calvanese, Simona Colucci, Tommaso Di Noia, Francesco M. Donini	187	(9)
Learning and Soft Computing with Support Vector Machines (SVM) and RBF NNs
Pose Classification of Car Occupant Using Stereovision and Support Vector Machines
Min-Soo Jang, Yong-Guk Kim, Hyun-Gu Lee, Byung-Joo Lee, Soek-Joo Lee, Gwi-Tae Park	196	(7)
A Fully Automatic System Recognizing Human Facial Expressions
Yong-Guk Kim, Sung-Oh Lee, Sang-Jun Kim, Gwi-Tae Park	203	(7)
A Study of the Radial Basis Function Neural Network Classifiers Using Known Data of Varying Accuracy and Complexity
Patricia Crowther, Robert Cox, Dharmendra Sharma	210	(7)
Novel Methods in Evolutionary Computation
Top Down Modelling with Genetic Programming
Daniel Howard	217	(7)
A Two Phase Genetic Programming Approach to Object Detection
Mengjie Zhang, Peter Andreae, Urvesh Bhowan	224	(8)
Mapping XML Schema to Relations Using Genetic Algorithm
Vincent Ng, Chan Chi Kong, Stephen Chan	232	(14)
Diagnosing the Population State in a Genetic Algorithm Using Hamming Distance
Radu Belea, Sergiu Caraman, Vasile Palade	246	(10)
Optimizing a Neural Tree Using Subtree Retraining
Wanida Pensuwon, Rod Adams, Neil Davey	256	(7)
Bioinformatics Using Intelligent and Machine Learning Techniques
Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds
Miyoung Shin, Seon-Hee Park	263	(7)
Prediction of Plasma Membrane Spanning Region and Topology Using Hidden Markov Model and Neural Network
Min Kyung Kim, Hyun Seok Park, Seon Hee Park	270	(8)
Speed Control and Torque Ripple Minimization in Switch Reluctance Motors Using Context Based Brain Emotional Learning
Mehran Rashidi, Farzan Rashidi, Mohammad Hossein Aghdaei, Hamid Monavar	278	(7)
Practical Common Sense Reasoning
Reasoning in Practical Situations
Pei Wang	285	(8)
Commonsense Reasoning in and Over Natural Language
Hugo Liu, Push Sing	293	(14)
A Library of Behaviors: Implementing Commonsense Reasoning About Mental World
Boris Galitsky	307	(7)
Handling Default Rules by Autistic Reasoning
Don Peterson, Boris Galitsky	314	(7)
Systems for Large-scale Metadata Extraction and Maintenance
An Ontology-Driven Approach to Metadata Design in the Mining of Software Process Events
Gabriele Gianini, Ernesto Damiani	321	(7)
Knowledge Extraction from Semi-structured Data Based on Fuzzy Techniques
Paolo Ceravolo, Maria Cristina Nocerino, Marco Viviani	328	(7)
Managing Ontology Evolution Via Relational Constraints
Paolo Ceravolo, Angelo Corallo, Gianluca Elia, Antonio Zilli	335	(7)
Service Customization Supporting an Adaptive Information System
Antonio Caforio, Angelo Corallo, Gianluca Elia, Gianluca Solazzo	342	(8)
Soft Computing in Fault Detection and Diagnosis
Using Design Information to Support Model-Based Fault Diagnosis Tasks
Katsuaki Tanaka, Yoshikiyo Kato, Shin'ichi Nakasuka, Koichi Hori	350	(7)
Fault Detection and Diagnosis Using the Fuzzy Min-Max Neural Network with Rule Extraction
Kok Yeng Chen, Chee Peng Lim, Weng Kin Lai	357	(8)
Refinement of the Diagnosis Process Performed with a Fuzzy Classifier
C.D. Bocaniala, J. Sa da Costa, V. Palade	365	(8)
ANN-Based Structural Damage Diagnosis Using Measured Vibration Data
Eric W.M. Lee, H.F. Lam	373	(7)
Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System
Mohamad Shukri, Marzuki Khalid, Rubiyah Yusuf, Mohd Shafawi	380	(8)
Intelligent Feature Recognition and Classification in Astrophysical and Medical Images
Real Time Stokes Inversion Using Multiple Support Vector Regression
David Rees, Ying Guo, Arturo López Ariste, Jonathan Graham	388	(7)
Extracting Stellar Population Parameters of Galaxies from Photometric Data Using Evolution Strategies and Locally Weighted Linear Regression
Luis Alvarez, Olac Fuentes, Roberto Terlevich	395	(9)
Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet
Juan Carlos Gomez, Olac Fuentes, Lia Athanassoula, Albert Bosma	404	(7)
Automated Classification of Galaxy Images
Jorge de la Calleja, Olac Fuentes	411	(8)
Automatic Solar Flare Tracking
Ming Qu, Frank Shih, Ju Jing, Haimin Wang, David Rees	419	(7)
Source Separation Techniques Applied to Astrophysical Maps
E. Salerno, A. Tonazzini, E.E. Kuruoglu, L. Bedini, D. Herranz, C. Baccigalupi	426	(7)
Counting Magnetic Bipoles on the Sun by Polarity Inversion
Harrison P. Jones	433	(6)
Correlation of the He I 1083 nm Line Width and Intensity as a Coronal Hole Identifier
Olena Malanushenko, Harrison P. Jones	439	(7)
Automated Recognition of Sunspots on the SOHO/MDI White Light Solar Images
S. Zharkov, V. Zharkova, S. Ipson, A. Benkhalil	446	(7)
A Procedure for the Automated Detection of Magnetic Field Inversion in SOHO MDI Magnetograms
S.S. Ipson, V.V. Zharkova, S.I. Zharkov, A. Benkhalil	453	(7)
Automatic Detection of Active Regions on Solar Images
A. Benkhalil, V. Zharkova, S. Ipson, S. Zharkov	460	(7)
Automatic Detection of Solar Filaments Versus Manual Digitization
N. Fuller, J. Aboudarham	467	(9)
Adaptation of Shape Dendritic Spines by Genetic Algorithm
A. Herzog, V. Spravedlyvyy, K. Kube, E. Korkotian, K. Braun, E. Michaelis	476	(7)
Detection of Dynamical Transitions in Biomedical Signals Using Nonlinear Methods
Patrick E. McSharry	483	(8)
Applications of Machine Learning Concepts
On Retrieval of Lost Functions for Feedforward Neural Networks Using Re-Learning
Naotake Kamiura, Teijiro Isokawa, Kazuharu Yamato, Nobuyuki Matsui	491	(7)
Analyzing the Temporal Sequences for Text Categorization
Xiao Lao, A. Nur Zincir-Heywood	498	(8)
Prediction of Women's Apparel Sales Using Soft Computing Methods
Les M. Sztandera, Celia Frank, Balaji Vemulapali	506	(7)
A Try for Handling Uncertainties in Spatial Data Mining
Shuliang Wang, Guoqing Chen, Deyi Li, Deren Li, Hanning Yuan	513	(8)
Combining Evidence from Classifiers in Text Categorization
Yaxin Bi, David Bell, Jiwen Guan	521	(8)
Predicting the Relationship Between the Size of Training Sample and the Predictive Power of Classifiers
Natthaphan Boonyanunta, Panlop Zeephongsekul	529	(7)
Topographic Map Formation Employing kIER with Units Deletion Rule
Eiji Uchino, Noriaki Suetake, Chuhei Ishigaki	536	(8)
Neuro-Fuzzy Hybrid Intelligent Industrial Control and Monitoring
Study on Weld Quality Control of Resistance Spot Welding Using a Neuro-Fuzzy Algorithm
Yansong Zhang, Guanlong Chen, Zhongqin Lin	544	(7)
Exploring Benefits of Neuro Fuzzy Controller with Vehicle Health Monitoring
Preeti Bajaj, Avinash Keskar	551	(8)
Improvement of Low Frequency Oscillation Damping in Power Systems Via an Adaptive Critic Based NeuroFuzzy Controller
Farzan Rashidi, Behzad Moshidi	559	(7)
Use of Artificial Neural Networks in the Prediction of the Kidney Transplant Outcomes
Fariba Shadabi, Robert Cox, Dharmendra Sharma, Nikolai Petrovsky	566	(7)
Intelligent Hybrid Systems for Robotics
An SoC-Based Context-Aware System Architecture
Keon Myung Lee, Bong Ki Sohn, Jong Tae Kim, Seung Wook Lee, Ji Hyong Lee, Jae Wook Jeon, Jundong Cho	573	(8)
An Intelligent Control of Chaos in Lorenz System with a Dynamic Wavelet Network
Yusuf Oysal	581	(8)
Intelligent Robot Control with Personal Digital Assistants Using Fuzzy Logic and Neural Network
Seung-Joo Kim, Woo-Kyoung Choi, Hong-Tae Jeon	589	(7)
Mobile Robot for Door Opening in a House
Dongwon Kim, Ju-Hyun Kang, Chang-Soon Hwang, Gwi-Tae Park	596	(7)
Hybrid Fuzzy-Neural Architecture and Its Application to Time Series Modeling
Dongwon Kim, Sam-Jun Seo, Gwi-Tae Park	603	(7)
Techniques of Computational Intelligence for Affective Computing
Accelerometer Signal Processing for User Activity Detection
Jonghun Baek, Geehyuk Lee, Wonbae Park, Byoung-Ju Yun	610	(8)
Neural Network Models for Product Image Design
Yang-Cheng Lin, Hsin-Hsi Lai, Chung-Hsing Yeh	618	(7)
Evaluation of Users' Adaptation by Applying LZW Compression Algorithm to Operation Logs
Hiroshi Hayama, Kazuhiro Ueda	625	(7)
Study on Segmentation Algorithm for Unconstrained Handwritten Numeral Strings
Zhang Chuang, Wu Ming, Guo Jun	632	(11)
Information Agents on the Internet and Intelligent Web Mining
Wavelet-Based Image Watermaking Using the Genetic Algorithm
Prayoth Kumsawat, Kitti Attkitmongcol, Arthit Srikaew, Sarawut Sujitjorn	643	(7)
Extraction of Road Information from Guidance Map Images
Hirokazu Watabe, Tsukasa Kawaoka	650	(7)
Dynamic Customer Profiling Architecture Using High Performance Computing
Qiubang Li, Rajiv Khosla, Chris Lai	657	(8)
Intelligent Information Systems Using Case-Based Reasoning or Search Engineering
Predicting Business Failure with a Case-Based Reasoning Approach
Angela Y.N. Yip	665	(7)
Capturing and Applying Lessons Learned During Engineering Equipment Installation
Ian Watson	672	(6)
Case-Based Adaptation for UML Diagram Reuse
Paulo Gomes, Francisco C. Pereira, Paulo Carreiro, Paulo Paiva, Nuno Seco, José L. Ferreira, Carlos Bento	678	(9)
Harmonic Identification for Active Power Filters Via Adaptive Tabu Search Method
Thanatchai Kulworawanichpong, Kongpol Areerak, Kongpan Areerak, Sarawut Sujitjorn	687	(8)
Active Power Filter Design by a Simple Heuristic Search
Thanatchai Kulworawanichpong, Kongpol Areerak, Sarawut Sujitjorn	695	(7)
Stochastic Local Search for Incremental SAT and Incremental MAX-SAT
Malek Mouhoub, Changhai Wang	702	(8)
Finite Convergence and Performance Evaluation of Adaptive Tabu Search
Deacha Puangdownreong, Thanatchai Kulworawanichpong, Sarawut Sujitjorn	710	(8)
Applications of Computational Intelligence to Signal and Image Processing
Knowledge-Based Method to Recognize Objects in Geo-Images
Serguei Levachkine, Miguel Torres, Marco Moreno, Rolando Quintero	718	(8)
Fast Design of 2-D Narrow Bandstop FIR Filters for Image Enhancement
Pavel Zahradnik, Miroslav Vlcek	726	(7)
Fast Design of Optimal Comb FIR Filters
Pavel Zahradnik, Miroslav Vlcek	733	(7)
Artificial Intelligence Methods in Diagnostics of the Pathological Speech Signals
Andrzej Izworski, Ryszard Tadeusiewicz, Wieslaw Wszolek	740	(9)
Intelligent Sub-patch Texture Synthesis Algorithm for Smart Camera
Jhing-Fa Wang, Han-Jen Hsu, Hong-Ming Wang	749	(7)
Exploration of Image Features for Describing Visual Impressions of Black Fabrics
Chie Muraki Asano, Satoshi Hirakawa, Akira Asano	756	(8)
Emergent Global Behaviors of Distributed Intelligent Engineering and Information Systems
Distributed Resource Allocation via Local Choices: General Model and a Basic Solution
Marian F. Ursu, Botond Virginas, Chris Voudouris	764	(8)
Behavior Profiling Based on Psychological Data and Emotional States
Rajiv Khosla, Chris Lai, Tharanga Goonesekera	772	(8)
Extension of Multiagent Data Mining for Distributed Databases
Ayahiko Niimi, Osamu Konishi	780	(8)
Agent-Based Approach to Conference Information Management
Hee-Seop Han, Jae-Bong Kim, Sun-Gwan Han, Hyeoncheol Kim	788	(7)
Mining Frequency Pattern from Mobile Users
John Goh, David Taniar	795	(7)
Semi-supervised Learning from Unbalanced Labeled Data – An Improvement
Te Ming Huang, Vojislav Kecman	802	(7)
Posters
Handling Emergent Resource Use Oscillations
Mark Klein, Richard Metzler, Yaneer Bar-Yam	809	(8)
A Practical Timetabling Algorithm for College Lecture-Timetable Scheduling
Kyoung-Soon Hwang, Keon Myung Lee, Joongnam Jeon	817	(9)
Java Bytecode-to-.NET MSIL Translator for Construction of Platform Independent Information Systems
YangSun Lee, Seungwon Na	826	(17)
A Scale and Viewing Point Invariant Pose Estimation
M.Y. Nam, P.K. Rhee .	.833
A Novel Image Preprocessing by Evolvable Neural Network
M.Y. Nam, WY. Han, P.K. Rhee	843	(12)
Transition Properties of Higher Order Associative Memory of Sequential Patterns
Hiromi Miyajima, Noritaka Shigei, Yasuo Hamakawa	855	(7)
Morphological Blob-Mura Defect Detection Method for TFT-LCD Panel Inspection
Young-Chul Song, Doo-Hyun Choi, Kul-Houm Park	862	(7)
A Recommendation System for Intelligent User Interface: Collaborative Filtering Approach
Ju-Hyoung Yoo, Kye-Soon Ahn, Jeong Jun, Phill-Kyu Rhee	869	(11)
Fast Half Pixel Motion Estimation Based on the Spatial Correlation
Hyo Sun Yoon, Guee Sang Lee	880	(7)
A New Vertex Selection Scheme Using Curvature Information
Byoung-Ju Yun, Si-Woong Lee, Jae-Soo Cho, Jae Gark Choi, Hyun-Soo Kang	887	(8)
Author Index	895