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ARTIFICIAL INTELLIGENCEAND APPLICATIONS

Volume IAs part of the 22nd lASTED International Multi-Conference on

Applied Informatics

A Publication of The International Association ofScience and Technology for Development - lASTED

UB/TIB Hannover 89124 986 34X

ISBN: 0-88986-404-7

CTA Press

ISSN: 1027-2666

Anaheim Calgary Zurich

TABLE OF CONTENTSAIA 2004

VOLUME IDATA AND TEXT MINING

411-042: Argument Reduction Methods in DataMiningP. Sapiecha, H. Selvaraj, J. Stanczak, K. Sep, andT.Luba 1

411-120: Human Action Recognition using Accelerationand Physiological Data in Real-TimeC. Morita, M. Sato, andM. Doi 7

411-163: Privacy-preserving Naive BayesianClassificationZ. Zhan, L.W. Chang, andS. Matwin 14

411-196: Optimization of an Online Course withWeb Usage MiningLE.Akman, B.Akkan, andN. Baykal 21

411-233: Intrusion Detection using Data MiningTechniquesY.B. ReddyandR. Guha 26

411-278: Applying Trie-Structure to Improve DynamicTime Warping on Time-Series Stock Data AnalysisA.-P. Chen, Y.-C. Chen, andC.-Y. Yeh 31

FUZZY LOGIC

411-034: Fuzzy Regression to ConstructionManagement via T-S Fuzzy ModelC.-W. Chen, C.-Y. Chen, M.H.L. Wang, K Yeh, andT.-Y.Hsieh 37

411-035: A Study of PDC Fuzzy Control of StructuralSystems using LMI ApproachC.-W. Chen, W.-L. Chiang, andF.-H. Hsiao 40

411-039: An ABR FLC for ATM NetworksF. Cheongand R. Lai 44

411-057: The Variable Neighborhood SearchMetaheuristic for Fuzzy Clustering cDNAMicroarray Gene Expression DataN. Belacel, M. Cuperlovic-Culf, R. Oueilette,andM.R. Boulassel 57

411-195: An Adaptive Fuzzy Excitation Controlfor TurbogeneratorsH. Tiliouine 63

411-204: Robustness of a Biped Robot ControllerDeveloped by Human Expertise Extractionagainst Changes in TerrainS.S. TabriziandS. Bagheri 68

411-231: Generating Fuzzy Rules for ClassificationProblems using Genetic AlgorithmsR.A.K Mehdi, H. Khali, and A. Araar 74

411-818: Power Plant Boiler Level Control usingImmune Algorithm based Fuzzy Rule Auto-tuningD.H. Kim 78

GENETIC ALGORITHMS

411-109: Motion Capture from Monocular ImageSequence using Genetic AlgorithmY.Y. Wai, T. Lee, and W.K Cham .84

411-110: Optimising Hearing Aids Fitting usingEvolutionary Algorithms and Bluetooth TechnologyC. Borgeois Republique 90

411-145: A Differential Evolution Algorithm forConstrained Multi-objective Optimization: InitialAssessmentS. Kukkonen andJ. Lampinen 96

411-061: The Application of Neuro-fuzzy Reasoningto the Opening Game of 19x19 GoB.D. Lee, H. W. Giiesgen, J. Baltes, andS.-H.Jeong 57

411-171: The Role of Speciation in ClassificationTasksA.F. Tulai and F. Oppacher 103

411-186: A Character Recognition HandlingConstraints Genetic Algorithm: The License PlateCase StudyV. Bevilacqua, G. Mastronardi, and A. Colaninno 109

411-241: Hierarchical Genetic Algorithm basedSystem Level Synthesis on DPRAM. Li, X. Wu, X Zhu, and H. Wang 114

411-255: An Evolutionary Algorithm PartiallyInspired in the Vertebrates' Immune System forPerforming Numerical OptimizationR.P. Hernandez Garcia 121

411-264: A Genetic Algorithm for Hard Moduleand Non-slicing VLSI FloorplanningM. Tang 129

INTELLIGENT AGENTS

411-067: Support Personalization of Learning onthe Web by Software AgentsW.Pan 135

411-088: Agent Coordination through OntologyManagementsQ. BaiandM. Zhang 141

411-103: Collaborative Software Agents in SteelProduct IndustryH. Helaakoski, S.C. Feng, KK Jwrens, K Ojala,andJ. Kipind 147

411-114: Using Concept Hierarchies to EnhanceUser Queries in Web-based Information RetrievalA. Sieg, B. Mobasher, S. Lytinen, and R. Burke 753

411-125: Believable Synthetic Characters in aVirtual eMarketF. Barthelemy, B. Dosquet, S. Gries, andX. Magnant 160

411-138: An Intelligent Access DispatchingMechanism using Multiagent FrameworkK Takahashi and C. Kawashima 166

411-157: CBR based Automatic Bidding inAuctionsS. KaushikandH. Tagra 172

411-161: Intelligent Agents Supported by BothASP and Vigotsky's Theory for CSCL EnvironmentsF. Zacarias Flores, M. Osorio Galindo,J. Arrazola Ramirez, and M. Jaimes Perusquia 777

411-234: Intelligent Dynamic Enquiry Methodologyfor Innovation TechnologyTV. Lambropoulos 183

411-235: A Component-based CPNS Model forFlexible, Robust and Extensible Agent InteractionProtocolsW. Li and M. Zhang 189

411-266: Artificial Intelligence for a Structured-LightImaging SystemT.J.Gale 196

411-268: ADAM: An Agent-based MiddlewareArchitecture for Distributed Access ControlA. Seleznyov, M.O. Ahmed, andS. Hailes 200

411-277: Synchronous Communicating Agentsfor Parallel Improvement in Transport LogisticsH. Franke, W. Dangelmaier, B. Klopper, andC. Kosters 206

411-287: Using Support Vector Machines to RecognizeProducts in E-commerce PagesJ. Martins Junior andE.S. Moreira 212

MACHINE LEARNING

411-049: On the Influence of Input Noise on aGeneralization Error EstimatorM. Sugiyama, Y. Okabe, andH. Ogawa 218

411-074: The BS-method: An Algorithm forSolving Optimization ProblemsM. Vannucci, V. Colla, andR. Valentini 224

411-081: Unsupervised Learning from IncompleteCategorical DataF.-X. Jollois and M. Nadif 230

411-094: Adaptive Kernel Matching Pursuit forPattern ClassificationV. Popovici and J.-P. Thiran 235

411-096: An Incremental Learning ClusteringApproach using ExemplarsD. Pumphrey and M. Lazarescu 240

411-100: Using Prediction Trends to ImproveConcept Drift TrackingM.M. Lazarescu 246

411-132: Automatic Synthesis of XSL-Transformations from Example DocumentsU. SchmidandJ. Waltermann 252

411-151: Aggregation Ordering in BaggingG. Martinez-Munoz and A. Sudrez 258

411-227: EASOM: An Efficient Soft ComputingMethod for Predicting Share ValuesKG. Srinivasa, K Sridharan, P. DeepaShenoy,KR. Venugopal, andL.M. Patnaik 264

411-244: An Online Variant of EM Algorithmbased on the Hierarchical Mixture Model LearningK Maebashi, N. Suematsu, and A. Hayashi 270

411-263: Mechanisms for Inductive Learning:From Base-learning to Meta-learningC. Castiello and A.M. Fanelli 276

411-275: On Outlier Problem of Statistical EnsembleLearningD. Luo,X. Wu, andH. Chi 281

NATURAL LANGUAGE PROCESSING

411-030: Evolutionary Sentence Combination forChatterbotsD. Vrajitoru and J. Ratkiewicz 287

411-047: Automated Discourse Segmentation bySyntactic Information and Cue PhrasesH. Le Thanh, G. Abeysinghe, andC. Huyck 293

411-072: An Affix Stripping MorphologicalAnalyzer for TurkishG. EryigitandE. Adahi 299

411-080: Based on the Sub-syllable Frameworkfor Mandarin RecognitionM.-T.Lin 305

411-112:A Turkish Automatic Text SummarizationSystemZ. Alton 311

411-146: Analysis of Emotional Stress in SpeechM. SigmundandT. Dostal 577

411-190: What is the Ultimate Question AnsweringSystem? Lessons Learned from Existing QuestionAnswering SystemsU.W. Loerch andH.W. Guesgen 323

411-209: Ontology based Analysis of Oto-Rhino-Laryngology ReportsG. Heja, M. Gergely, G. Surjdn, P. Varga, andA.Szekeres 330

411-213: Phoneme Transcription by aCounterpropagation NetworkT. Kristensen 336

411-269: Selecting Features by Term Importancefor Text CategorizationS.-S.Kang 342

411-286: Anaphora Resolution in Text AnimationKW. HongandJ.C. Park 347

NEURAL NETWORKS

411-183: Use of Clusters for Training NeuralNetworks in Tasks Detection and Recognition ofPersonsV. Sobetskyy and S. Grzegorski 353

411-093: Scene Segmentation using Solely ExcitatoryOscillator Networks (SEON)G.C.L. LiandR.S.T. Lee 357

411-104: Stepwise Linear Regression forDimensionality Reduction in Neural NetworkModellingJ.F.D. Addison, K.J. McGarry, S. Wermter, andJ. Maclntyre 363

411-116: An Extension of Lagrangian Method forSolving Constraint Satisfaction ProblemM. Nagamatu and T. Nakano 369

411-131: Noise Robust Discriminative ModelsQ. LeandS. Bengio 375

411-150:A New Modified Network based on theElman NetworkB.Q. Huang, T. Rashid, andT. Kechadi 379

411-173: 3D Human Face Recognition as aLinearly Separated ProblemL.O. Marin, J.M. Barreto, A.C. Zimmermann, andL.S. Encinas 385

411-178: Condition for Implementing StackedGeneralization in Time Series PredictionKP.Pang 390

411-180: Choosing Optimal Mental Tasks forClassification in Brain Computer InterfacesK Tavakolian, S. Rezaei, andS.K Setarehdan 396

411-181: Trajectory Methods for Neural NetworkTrainingY.G. Petalas, D.K. Tasoulis, andM.N. Vrahatis 400

411-200: Automotive Market Segmentation byMachine LearningJ. Polpinij 404

411-044: Time Series Prediction using ICAAlgorithms and VC TheoryJ.M. Gorriz, C.G. Puntonet, M. Salmeron, andF. Rojas 409

411-225: Search the Optimal RANN Architecture,Reduce the Training Set and Make the TrainingProcess by a Distribute Genetic AlgorithmJR. Rabuhal, J. Dorado, A. Pazos, M. Gestal,D. Rivero, and N. Pedreira 415

411-230: Compensation of Nonlinear Distortionsin OFDM using FLNN and SOMH.M.S.B. Senevirathna, K Yamashita, andH Lin 421

411-260: A Neural Network Architecture forVibration AnalysisT. Ogawa, Y. Takahashi, H. Kanada, andKMori 427

in

411-274: New Bit Rate CELP Coder for SpeakerDependent Coding SystemJ. Srinonchat, S. Danaher, J.H. Allen, andA.Murry 432

411-281: Application of Kohonen Neural Networks forLawn CareD.K Swift andC.H. Dagli 436

411-282: An Improved Back-Propagation NeuralNetworks using a Modified Non-linear FunctionM.A. Otairand W.A. Salameh 442

411-802: Artificial Intelligence Assisting NozzleGeometry DesignM. Ahmed, T. Hussain, andA.A. Khan .448

411-807: A New Method for Pattern Analysis andRecognitionK KpalmaandJ. Ronsin 453

411-816: Modelling Time Series with ExogenousInformationJ.M. Gorriz, C.G. Puntonet, M. Salmeron, andJ. Ortega 459

411-817: Time Series Prediction using ICAAlgorithms vs. Parallel Neural NetworksJ.M. Gorriz, C.G. Puntonet, M. Salmeron, andE.W.Lang 465

VOLUME IIPLANNING AND SCHEDULING

411-050: Using Problem Reduction and Introspective-based Search for SokobanT.Pannerec 471

411-052: Using Tasks to Automate RegressionTesting of GUIsA.M. Memon 477

411-155: Implementing Hierarchical Agent-HumanTeamworks via Constraint-based ModelsC. Siebra and A. Tate 483

411-156: M-Planning: A Mobile Tool to SupportCollaborative PlanningN.Q. Lino and A. Tate 489

411-211: Development and Improvement of the SLA*Three-Machine Flow-Shop Scheduling AlgorithmJ.P.-O.Fan 495

411-262: An Immune based Optimization Methodfor Optimal Distribution Network DesignM. Skok, H. Keko, andD. Skrlec 507

411-279: Planning Transport in the Supply ChainJ.E. Stork 507

REASONING

411-021: On the Use of Case-based Working-Principlesof Self-optimization for Intelligent ShuttleTransportation SystemsP. Scheideler and A. Schmidt 512

411-077: A Model based Approach for EpistemicLogic Program UpdatesS.K Lakkaraju 575

411-113: Evaluating a CBR System for PredictingStudent PerformanceS.T. Karamouzis 524

411-122: Persistence of Termination for LocallyConfluent Overlay Term Rewriting SystemsM Iwami 529

411-144: Monitoring and Diagnosing Multi-agentSystems: The Robocare ProposalR. Micalizio, P. Torasso, andG. Torta 535

411-164: Case Retrieval in a Software EngineeringCapitalization Tool using Dynamic InductiveTree and Inverted ListH. Donfack, R. Nkambou, and V. Bevo 542

411-167: Software Engineering KnowledgeCapitalization using CBR: Case StructureG. Ngantchaha, R. Nkambou, and V. Bevo 548

411-251: Dynamic Learning Model of EyeblinkConditioned Reflex: Computational Simulationand ImplicationsA. Garenne, P. Chauvet, B. Daya, andG. Chauvet 553

411-252: A Robust Eye Detection Method usingDomain KnowledgeH.S. Yoon, D.H. Kim, andJ.Y. Lee 559

411-257: A Hybrid Reasoning System forTerminologies and Clause SetsK. Kaneiwa 564

KNOWLEDGE REPRESENTATION

411-046: Representing Knowledge of HierarchicalMechatronic Systems in Web-OntologiesW. Dangelmaier, P. Scheideler, and A. Schmidt 577

IV