KES 2004: Wellington, New Zealand

Engineering of Ontology and Multi-agent System Design

• Taro Fukumoto, Takehisa Takahashi, Hajime Sawamura:
  Implementing EGAP-Based Many-Valued Argument Model for Uncertain Knowledge. 1-7
  
• Seung Hwan Kang, Sim Kim Lau:
  Ontology Revision Using the Concept of Belief Revision. 8-15
  
• C. W. Ong, J. C. Tay:
  A Robust Rule-Based Event Management Architecture for Call-Data Records. 16-23
  
• Jaya Sil:
  Adaptive Agent Integration in Designing Object-Based Multiagent System. 24-30
  
• Jean-Marc Rosengard, Marian Florin Ursu:
  Ontological Representations of Software Patterns. 31-37
  

Intelligent Multimedia Solution and the Security for the Next Generation Mobile Networks

• Hyuncheol Kim, Seong-Jin Ahn, Jin-Wook Chung:
  Dynamic Traffic Grooming and Load Balancing for GMPLS-Centric All Optical Networks. 38-44
  
• Bongsoo Son, Taewan Kim, Hyung Jin Kim, Soobeom Lee:
  Probabilistic Model of Traffic Breakdown with Random Propagation of Disturbance for ITS Application. 45-51
  
• Kwang Ho Chun, Myoung Seob Lim:
  Novel Symbol Timing Recovery Algorithm for Multi-level Signal. 52-59
  
• Eun-ser Lee, Tai-Hoon Kim:
  Development Site Security Process of ISO/IEC TR 15504. 60-66
  
• Yong-Hwan Lee, Il-Sun You, Sang-Burm Rhee:
  Improving CAM-DH Protocol for Mobile Nodes with Constraint Computational Power. 67-73
  
• Gi Yean Hwang, Jia Hou, Moon Ho Lee:
  Space Time Code Representation in Transform Domain. 74-80
  
• Jong-Hee Lee, Kwang-Hyoung Lee, Moon-Seog Jun, Keun-Wang Lee:
  A Multimedia Database System Using Mobile Indexing Agent in Wireless Network. 81-87
  
• Bongsoo Son, Hyung Jin Kim, Chi-Hyun Shin, Sang-Keon Lee:
  Bus Arrival Time Prediction Method for ITS Application. 88-94
  
• Youngshin Han, Chilgee Lee:
  RRAM Spare Allocation in Semiconductor Manufacturing for Yield Improvement. 95-102
  
• Kyoung Shin Park, Yongjoo Cho:
  A Toolkit for Constructing Virtual Instruments for Augmenting User Interactions and Activities in a Virtual Environment. 103-109
  
• Dong Chun Lee, Gwang-Hyun Kim, Seung-Jae Yoo:
  Mobility Grouping Scheme to Reduce HLR Traffic in IMT-2000 Networks. 110-115
  
• Tai-Hoon Kim, Myong-chul Shin, Sang-ho Kim, Jae Sang Cha:
  Security Requirements for Software Development. 116-122
  

Operations Research Based on Soft Computing

• Huey-Ming Lee, Ching-Hao Mao, Shu-Yen Lee:
  Intelligent Control Model of Information Appliances. 123-128
  
• Teruyuki Watanabe, Junzo Watada:
  Effective Solution of a Portofolio Selection Based on a Block of Shares by a Meta-controlled Boltzmann Machine. 129-135
  
• Junzo Watada, Keisuke Aoki, Takayuki Kawaura:
  Soft Computing Approach to Books Allocation Strategy for Library. 136-142
  
• Taki Kanda:
  Analysis of Human Feelings to Colors. 143-150
  
• Yoshiyuki Yabuuchi, Junzo Watada:
  Possibilistic Forecasting Model and Its Application to Analyze the Economy in Japan. 151-158
  
• Yoshiyuki Matsumoto, Junzo Watada:
  A Proposal of Chaotic Forecasting Method Based on Wavelet Transform. 159-165
  
• Junzo Watada, Masato Takagi, Jaeseok Choi:
  Fuzzy Multivariant Analysis. 166-172
  

Web Mining and Personalization

• D. V. Sreenath, William I. Grosky, Farshad Fotouhi:
  Using Coherent Semantic Subpaths to Derive Emergent Semantics. 173-179
  
• Takahiro Hayashi, Yosuke Kinosita, Rikio Onai:
  Retrieval of Product Reputations from the WWW. 180-186
  
• Andrea Calì, Diego Calvanese, Simona Colucci, Tommaso Di Noia, Francesco M. Donini:
  A Logic-Based Approach for Matching User Profiles. 187-195
  
• Min-Soo Jang, Yong-Guk Kim, Hyun-Gu Lee, Byung-Joo Lee, Soek-Joo Lee, Gwi-Tae Park:
  Learning and Soft Computing with Support Vector Machines (SVM) and RBF NNs Pose Classification of Car Occupant Using Stereovision and Support Vector Machines. 196-202
  
• Yong-Guk Kim, Sung-Oh Lee, Sang-Jun Kim, Gwi-Tae Park:
  A Fully Automatic System Recognizing Human Facial Expressions. 203-209
  
• Patricia S. Crowther, Robert J. Cox, Dharmendra Sharma:
  A Study of the Radial Basis Function Neural Network Classifiers Using Known Data of Varying Accuracy and Complexity. 210-216
  

Novel Methods in Evolutionary Computation

• Daniel Howard:
  Top Down Modelling with Genetic Programming. 217-223
  
• Mengjie Zhang, Peter Andreae, Urvesh Bhowan:
  A Two Phase Genetic Programming Approach to Object Detection. 224-231
  
• Vincent T. Y. Ng, Chan Chi Kong, Stephen Chi-fai Chan:
  Mapping XML Schema to Relations Using Genetic Algorithm. 232-245
  
• Radu Belea, Sergiu Caraman, Vasile Palade:
  Diagnosing the Population State in a Genetic Algorithm Using Hamming Distance. 246-255
  
• Wanida Pensuwon, Rod Adams, Neil Davey:
  Optimizing a Neural Tree Using Subtree Retraining. 256-262
  

Bioinformatics Using Intelligent and Machine Learning Techniques

• Miyoung Shin, Seon Hee Park:
  Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds. 263-269
  
• Min Kyung Kim, Hyun Seok Park, Seon Hee Park:
  Prediction of Plasma Membrane Spanning Region and Topology Using Hidden Markov Model and Neural Network. 270-277
  
• Mehran Rashidi, Farzan Rashidi, Mohammad Hossein Aghdaei, Hamid Monavar:
  Speed Control and Torque Ripple Minimization in Switch Reluctance Motors Using Context Based Brain Emotional Learning. 278-284
  

Practical Common Sense Reasoning

• Pei Wang:
  Reasoning in Practical Situations. 285-292
  
• Hugo Liu, Push Singh:
  Commonsense Reasoning in and Over Natural Language. 293-306
  
• Boris Galitsky:
  A Library of Behaviors: Implementing Commonsense Reasoning About Mental World. 307-313
  
• Don Peterson, Boris Galitsky:
  Handling Default Rules by Autistic Reasoning. 314-320
  

Systems for Large-scale Metadata Extraction and Maintenance

• Gabriele Gianini, Ernesto Damiani:
  An Ontology-Driven Approach to Metadata Design in the Mining of Software Process Events. 321-327
  
• Paolo Ceravolo, Maria Cristina Nocerino, Marco Viviani:
  Knowledge Extraction from Semi-structured Data Based on Fuzzy Techniques. 328-334
  
• Paolo Ceravolo, Angelo Corallo, Gianluca Elia, Antonio Zilli:
  Managing Ontology Evolution Via Relational Constraints. 335-341
  
• Antonio Caforio, Angelo Corallo, Gianluca Elia, Gianluca Solazzo:
  Service Customization Supporting an Adaptive Information System. 342-349
  

Soft Computing in Fault Detection and Diagnosis

• Katsuaki Tanaka, Yoshikiyo Kato, Shinichi Nakasuka, Koichi Hori:
  Using Design Information to Support Model-Based Fault Diagnosis Tasks. 350-356
  
• Kok Yeng Chen, Chee Peng Lim, Weng-Kin Lai:
  Fault Detection and Diagnosis Using the Fuzzy Min-Max Neural Network with Rule Extraction. 357-364
  
• Cosmin Danut Bocaniala, José L. Sá da Costa, Vasile Palade:
  Refinement of the Diagnosis Process Performed with a Fuzzy Classifier. 365-372
  
• Eric W. M. Lee, H. F. Lam:
  ANN-Based Structural Damage Diagnosis Using Measured Vibration Data. 373-379
  
• Mohamad Shukri, Marzuki Khalid, Rubiyah Yusof, Mohd Shafawi:
  Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System. 380-387
  

Intelligent Feature Recognition and Classification in Astrophysical and Medical Images

• David Rees, Ying Guo, Arturo López Ariste, Jonathan Graham:
  Real Time Stokes Inversion Using Multiple Support Vector Regression. 388-394
  
• Luis Alvarez, Olac Fuentes, Roberto Terlevich:
  Extracting Stellar Population Parameters of Galaxies from Photometric Data Using Evolution Strategies and Locally Weighted Linear Regression. 395-403
  
• Juan Carlos Gomez, Olac Fuentes, Lia Athanassoula, Albert Bosma:
  Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet. 404-410
  
• Jorge de la Calleja, Olac Fuentes:
  Automated Classification of Galaxy Images. 411-418
  
• Ming Qu, Frank Y. Shih, Ju Jing, Haimin Wang, David Rees:
  Automatic Solar Flare Tracking. 419-425
  
• Emanuele Salerno, Anna Tonazzini, Ercan E. Kuruoglu, Luigi Bedini, Diego Herranz, Carlo Baccigalupi:
  Source Separation Techniques Applied to Astrophysical Maps. 426-432
  
• Harrison P. Jones:
  Counting Magnetic Bipoles on the Sun by Polarity Inversion. 433-438
  
• Olena Malanushenko, Harrison P. Jones:
  Correlation of the He I 1083 nm Line Width and Intensity as a Coronal Hole Identifier. 439-445
  
• Sergei I. Zharkov, Valentina V. Zharkova, Stanley S. Ipson, Ali Benkhalil:
  Automated Recognition of Sunspots on the SOHO/MDI White Light Solar Images. 446-452
  
• Stanley S. Ipson, Valentina V. Zharkova, Sergei I. Zharkov, Ali Benkhalil:
  A Procedure for the Automated Detection of Magnetic Field Inversion in SOHO MDI Magnetograms. 453-459
  
• Ali Benkhalil, Valentina V. Zharkova, Stanley S. Ipson, Sergei I. Zharkov:
  Automatic Detection of Active Regions on Solar Images. 460-466
  
• N. Fuller, J. Aboudarham:
  Automatic Detection of Solar Filaments Versus Manual Digitization. 467-475
  
• Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, Eduard Korkotian, Katharina Braun, Bernd Michaelis:
  Adaptation of Shape Dendritic Spines by Genetic Algorithm. 476-482
  
• Patrick E. McSharry:
  Detection of Dynamical Transitions in Biomedical Signals Using Nonlinear Methods. 483-490
  

Applications of Machine Learning Concepts

• Naotake Kamiura, Teijiro Isokawa, Kazuharu Yamato, Nobuyuki Matsui:
  On Retrieval of Lost Functions for Feedforward Neural Networks Using Re-Learning. 491-497
  
• Xiao Luo, A. Nur Zincir-Heywood:
  Analyzing the Temporal Sequences for Text Categorization. 498-505
  
• Les M. Sztandera, Celia Frank, Balaji Vemulapali:
  Prediction of Women's Apparel Sales Using Soft Computing Methods. 506-512
  
• Shuliang Wang, Guoqing Chen, Deyi Li, Deren Li, Hanning Yuan:
  A Try for Handling Uncertainties in Spatial Data Mining. 513-520
  
• Yaxin Bi, David A. Bell, Jiwen Guan:
  Combining Evidence from Classifiers in Text Categorization. 521-528
  
• Natthaphan Boonyanunta, Panlop Zeephongsekul:
  Predicting the Relationship Between the Size of Training Sample and the Predictive Power of Classifiers. 529-535
  
• Eiji Uchino, Noriaki Suetake, Chuhei Ishigaki:
  Topographic Map Formation Employing kMER with Units Deletion Rule. 536-543
  
• Yansong Zhang, Guanlong Chen, Zhongqin Lin:
  Neuro-Fuzzy Hybrid Intelligent Industrial Control and Monitoring Study on Weld Quality Control of Resistance Spot Welding Using a Neuro-Fuzzy Algorithm. 544-550
  
• Preeti Bajaj, Avinash Keskar:
  Exploring Benefits of Neuro Fuzzy Controller with Vehicle Health Monitoring. 551-558
  
• Farzan Rashidi, Behzad Moshiri:
  Improvement of Low Frequency Oscillation Damping in Power Systems Via an Adaptive Critic Based NeuroFuzzy Controller. 559-565
  
• Fariba Shadabi, Robert J. Cox, Dharmendra Sharma, Nikolai Petrovsky:
  Use of Artificial Neural Networks in the Prediction of the Kidney Transplant Outcomes. 566-572
  

Intelligent Hybrid Systems for Robotics

• Keon-Myung Lee, Bong Ki Sohn, Jong Tae Kim, Seung Wook Lee, Ji Hyong Lee, Jae Wook Jeon, Jundong Cho:
  An SoC-Based Context-Aware System Architecture. 573-580
  
• Yusuf Oysal:
  An Intelligent Control of Chaos in Lorenz System with a Dynamic Wavelet Network. 581-588
  
• Seong-Joo Kim, Woo-Kyung Choi, Hong-Tae Jeon:
  Intelligent Robot Control with Personal Digital Assistants Using Fuzzy Logic and Neural Network. 589-595
  
• Dongwon Kim, Ju-Hyun Kang, Chang-Soon Hwang, Gwi-Tae Park:
  Mobile Robot for Door Opening in a House. 596-602
  
• Dongwon Kim, Sam-Jun Seo, Gwi-Tae Park:
  Hybrid Fuzzy-Neural Architecture and Its Application to Time Series Modeling. 603-609
  

Techniques of Computational Intelligence for Affective Computing

• Jonghun Baek, Geehyuk Lee, Wonbae Park, Byoung-Ju Yun:
  Accelerometer Signal Processing for User Activity Detection. 610-617
  
• Yang-Cheng Lin, Hsin-Hsi Lai, Chung-Hsing Yeh:
  Neural Network Models for Product Image Design. 618-624
  
• Hiroshi Hayama, Kazuhiro Ueda:
  Evaluation of Users' Adaptation by Applying LZW Compression Algorithm to Operation Logs. 625-631
  
• Zhang Chuang, Wu Ming, Guo Jun:
  Study on Segmentation Algorithm for Unconstrained Handwritten Numeral Strings. 632-642
  

Information Agents on the Internet and Intelligent Web Mining

• Prayoth Kumsawat, Kitti Attakitmongcol, Arthit Srikaew, Sarawut Sujitjorn:
  Wavelet-Based Image Watermaking Using the Genetic Algorithm. 643-649
  
• Hirokazu Watabe, Tsukasa Kawaoka:
  Extraction of Road Information from Guidance Map Images. 650-656
  
• Qiubang Li, Rajiv Khosla, Chris Lai:
  Dynamic Customer Profiling Architecture Using High Performance Computing. 657-664
  

Intelligent Information Systems Using Case-Based Reasoning or Search Engineering

• Angela Y. N. Yip:
  Predicting Business Failure with a Case-Based Reasoning Approach. 665-651
  
• Ian Watson:
  Capturing and Applying Lessons Learned During Engineering Equipment Installation. 672-677
  
• Paulo Gomes, Francisco C. Pereira, Paulo Carreiro, Paulo Paiva, Nuno Seco, José Luís Ferreira, Carlos Bento:
  Case-Based Adaptation for UML Diagram Reuse. 678-686
  
• Thanatchai Kulworawanichpong, Kongpol Areerak, Kongpan Areerak, Sarawut Sujitjorn:
  Harmonic Identification for Active Power Filters Via Adaptive Tabu Search Method. 687-694
  
• Thanatchai Kulworawanichpong, Kongpol Areerak, Sarawut Sujitjorn:
  Active Power Filter Design by a Simple Heuristic Search. 695-701
  
• Malek Mouhoub, Changhai Wang:
  Stochastic Local Search for Incremental SAT and Incremental MAX-SAT. 702-709
  
• Deacha Puangdownreong, Thanatchai Kulworawanichpong, Sarawut Sujitjorn:
  Finite Convergence and Performance Evaluation of Adaptive Tabu Search. 710-717
  

Applications of Computational Intelligence to Signal and Image Processing

• Serguei Levachkine, Miguel Torres, Marco Moreno, Rolando Quintero:
  Knowledge-Based Method to Recognize Objects in Geo-Images. 718-725
  
• Pavel Zahradnik, Miroslav Vlcek:
  Fast Design of 2-D Narrow Bandstop FIR Filters for Image Enhancement. 726-732
  
• Pavel Zahradnik, Miroslav Vlcek:
  Fast Design of Optimal Comb FIR Filters. 733-739
  
• Andrzej Izworski, Ryszard Tadeusiewicz, Wieslaw Wszolek:
  Artificial Intelligence Methods in Diagnostics of the Pathological Speech Signals. 740-748
  
• Jhing-Fa Wang, Han-Jen Hsu, Hong-Ming Wang:
  Intelligent Sub-patch Texture Synthesis Algorithm for Smart Camera. 749-755
  
• Chie Muraki Asano, Satoshi Hirakawa, Akira Asano:
  Exploration of Image Features for Describing Visual Impressions of Black Fabrics. 756-763
  

Emergent Global Behaviors of Distributed Intelligent Engineering and Information Systems

• Marian Florin Ursu, Botond Virginas, Christos Voudouris:
  Distributed Resource Allocation via Local Choices: General Model and a Basic Solution. 764-771
  
• Rajiv Khosla, Chris Lai, Tharanga Goonesekera:
  Behavior Profiling Based on Psychological Data and Emotional States. 772-779
  
• Ayahiko Niimi, Osamu Konishi:
  Extension of Multiagent Data Mining for Distributed Databases. 780-787
  
• Hee-Seop Han, Jae-Bong Kim, Sun-Gwan Han, Hyeoncheol Kim:
  Agent-Based Approach to Conference Information Management. 788-794
  
• John Goh, David Taniar:
  Mining Frequency Pattern from Mobile Users. 795-801
  
• Te Ming Huang, Vojislav Kecman:
  Semi-supervised Learning from Unbalanced Labeled Data - An Improvement. 802-808
  

Posters

• Mark Klein, Richard Metzler, Yaneer Bar-Yam:
  Handling Emergent Resource Use Oscillations. 809-816
  
• Kyoung-Soon Hwang, Keon-Myung Lee, Joongnam Jeon:
  A Practical Timetabling Algorithm for College Lecture-Timetable Scheduling. 817-825
  
• Yangsun Lee, Seungwon Na:
  Java Bytecode-to-.NET MSIL Translator for Construction of Platform Independent Information Systems. 826-832
  
• M. Y. Nam, P. K. Rhee:
  A Scale and Viewing Point Invariant Pose Estimation. 833-842
  
• M. Y. Nam, W. Y. Han, P. K. Rhee:
  A Novel Image Preprocessing by Evolvable Neural Network. 843-854
  
• Hiromi Miyajima, Noritaka Shigei, Yasuo Hamakawa:
  Transition Properties of Higher Order Associative Memory of Sequential Patterns. 855-861
  
• Young-Chul Song, Doo-Hyun Choi, Kil-Houm Park:
  Morphological Blob-Mura Defect Detection Method for TFT-LCD Panel Inspection. 862-868
  
• Ju-Hyoung Yoo, Kye-Soon Ahn, Jeong Jun, Phill-Kyu Rhee:
  A Recommendation System for Intelligent User Interface: Collaborative Filtering Approach. 869-879
  
• Hyo Sun Yoon, Gueesang Lee:
  Fast Half Pixel Motion Estimation Based on the Spatial Correlation. 880-886
  
• Byoung-Ju Yun, Si-Woong Lee, Jae-Soo Cho, Jae-Gark Choi, Hyun Soo Kang:
  A New Vertex Selection Scheme Using Curvature Information. 887-894
  

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