PRICAI 2006: Trends in Artificial Intelligence: 9th Pacific Rim International Conference on Artificial Intelligence Guilin, China, August 7-11, 2006 Proceedings

Front Matter....Pages -
Learning, Logic, and Probability: A Unified View....Pages 1-1
Impending Web Intelligence (WI) and Brain Informatics (BI) Research....Pages 2-4
Learning with Unlabeled Data and Its Application to Image Retrieval....Pages 5-10
Learning as Abductive Deliberations....Pages 11-20
Using a Constructive Interactive Activation and Competition Neural Network to Construct a Situated Agent’s Experience....Pages 21-30
Rule-Based Agents in Temporalised Defeasible Logic....Pages 31-40
Compact Preference Representation for Boolean Games....Pages 41-50
Agent-Based Flexible Videoconference System with Automatic QoS Parameter Tuning....Pages 51-60
Kalman Filter Based Dead Reckoning Algorithm for Minimizing Network Traffic Between Mobile Game Users in Wireless GRID....Pages 61-70
Affective Web Service Design....Pages 71-80
An Empirical Study of Data Smoothing Methods for Memory-Based and Hybrid Collaborative Filtering....Pages 81-90
Eliminate Redundancy in Parallel Search: A Multi-agent Coordination Approach....Pages 91-100
Intelligent Market Based Learner Modeling....Pages 101-111
User Preference Through Bayesian Categorization for Recommendation....Pages 112-119
A Stochastic Non-CNF SAT Solver....Pages 120-129
Reasoning About Hybrid Probabilistic Knowledge Bases....Pages 130-139
Update Rules for Parameter Estimation in Continuous Time Bayesian Network....Pages 140-149
On Constructing Fibred Tableaux for BDI Logics....Pages 150-160
The Representation of Multiplication Operation on Fuzzy Numbers and Application to Solving Fuzzy Multiple Criteria Decision Making Problems....Pages 161-169
Finding a Natural-Looking Path by Using Generalized Visibility Graphs....Pages 170-179
Comparison Between Two Languages Used to Express Planning Goals: CTL and E A G LE ....Pages 180-189
Trajectory Modification Using Elastic Force for Collision Avoidance of a Mobile Manipulator....Pages 190-199
A Hybrid Architecture Combining Reactive Plan Execution and Reactive Learning....Pages 200-211
A Knowledge-Based Modeling System for Time-Critical Dynamic Decision-Making....Pages 212-221
Mining Frequent Itemsets for Protein Kinase Regulation....Pages 222-230
Constructing Bayesian Networks from Association Analysis....Pages 231-240
Bayesian Approaches to Ranking Sequential Patterns Interestingness....Pages 241-250
Mining Multi-dimensional Frequent Patterns Without Data Cube Construction....Pages 251-260
A New Approach to Symbolic Classification Rule Extraction Based on SVM....Pages 261-270
Feature Selection for Bagging of Support Vector Machines....Pages 271-277
Neural Classification of Lung Sounds Using Wavelet Packet Coefficients Energy....Pages 278-287
Wireless Communication Quality Monitoring with Artificial Neural Networks....Pages 288-297
Prediction of MPEG Video Source Traffic Using BiLinear Recurrent Neural Networks....Pages 298-307
Dynamic Neural Network-Based Fault Diagnosis for Attitude Control Subsystem of a Satellite....Pages 308-318
Gauss Chaotic Neural Networks....Pages 319-328
Short-Term Load Forecasting Using Multiscale BiLinear Recurrent Neural Network....Pages 329-338
A Comparison of Selected Training Algorithms for Recurrent Neural Networks....Pages 339-349
Neural Network Recognition of Scanning Electron Microscope Image for Plasma Diagnosis....Pages 350-357
A New Multi-constrained QoS Routing Algorithm in Mobile Ad Hoc Networks....Pages 358-364
Sparse Kernel Ridge Regression Using Backward Deletion....Pages 365-374
Using Locally Weighted Learning to Improve SMOreg for Regression....Pages 375-384
Palmprint Recognition Using Wavelet and Support Vector Machines....Pages 385-393
Context Awareness System Modeling and Classifier Combination....Pages 394-403
Non-negative Matrix Factorization on Kernels....Pages 404-412
Modelling Citation Networks for Improving Scientific Paper Classification Performance....Pages 413-422
Analysis on Classification Performance of Rough Set Based Reducts....Pages 423-433
Parameter Optimization of Kernel-Based One-Class Classifier on Imbalance Text Learning....Pages 434-443
Clustering-Based Nonlinear Dimensionality Reduction on Manifold....Pages 444-453
Sparse Kernel PCA by Kernel K-Means and Preimage Reconstruction Algorithms....Pages 454-463
Clustering-Based Relevance Feedback for Web Pages....Pages 464-473
Building Clusters of Related Words: An Unsupervised Approach....Pages 474-483
Recognition of Simultaneous Speech by Estimating Reliability of Separated Signals for Robot Audition....Pages 484-494
Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information....Pages 495-504
Clause Boundary Recognition Using Support Vector Machines....Pages 505-514
Large Quantity of Text Classification Based on the Improved Feature-Line Method....Pages 515-523
Automatic Multi-level Summarizations Generation Based on Basic Semantic Unit for Sports Video....Pages 524-532
Query-Topic Focused Web Pages Summarization....Pages 533-543
Invariant Color Model-Based Shadow Removal in Traffic Image and a New Metric for Evaluating the Performance of Shadow Removal Methods....Pages 544-552
Uncontrolled Face Recognition by Individual Stable Neural Network....Pages 553-562
Fuzzy Velocity-Based Temporal Dependency for SVM-Driven Realistic Facial Animation....Pages 563-572
Re-ordering Methods in Adaptive Rank-Based Re-indexing Scheme....Pages 573-582
Use of Nested K-Means for Robust Head Location in Visual Surveillance System....Pages 583-592
Appearance Based Multiple Agent Tracking Under Complex Occlusions....Pages 593-602
Variable Duration Motion Texture for Human Motion Modeling....Pages 603-612
A Novel Motion Blending Approach Based on Fuzzy Clustering....Pages 613-622
Efficient Optimization of Inpainting Scheme and Line Scratch Detection for Old Film Restoration....Pages 623-631
Partial Encryption of Digital Contents Using Face Detection Algorithm....Pages 632-640
Relevance Feedback Using Adaptive Clustering for Region Based Image Similarity Retrieval....Pages 641-650
Learning and Evolution Affected by Spatial Structure....Pages 651-660
Immune Clonal Selection Evolutionary Strategy for Constrained Optimization....Pages 661-670
An Intelligent System for Supporting Personal Creativity Based on Genetic Algorithm....Pages 671-680
Generating Creative Ideas Through Patents....Pages 681-690
An Improved Multiobjective Evolutionary Algorithm Based on Dominating Tree....Pages 691-700
Fuzzy Genetic System for Modelling Investment Portfolio....Pages 701-710
Fuzzy Genetic Algorithms for Pairs Mining....Pages 711-720
A Novel Feature Selection Approach by Hybrid Genetic Algorithm....Pages 721-729
Evolutionary Ensemble Based Pattern Recognition by Data Context Definition....Pages 730-736
Quantum-Behaved Particle Swarm Optimization with a Hybrid Probability Distribution....Pages 737-746
A Selection Scheme for Excluding Defective Rules of Evolutionary Fuzzy Path Planning....Pages 747-756
An Improved Genetic-Based Particle Swarm Optimization for No-Idle Permutation Flow Shops with Fuzzy Processing Time....Pages 757-766
Determinants of E-CRM in Influencing Customer Satisfaction....Pages 767-776
Penalty Guided PSO for Reliability Design Problems....Pages 777-786
Developing Methodologies of Knowledge Discovery and Data Mining to Investigate Metropolitan Land Use Evolution....Pages 787-796
Vibration Control of Suspension System Based on a Hybrid Intelligent Control Algorithm....Pages 797-806
An Intelligent Conversational Agent as the Web Virtual Representative Using Semantic Bayesian Networks....Pages 807-812
Three-Tier Multi-agent Approach for Solving Traveling Salesman Problem....Pages 813-817
Adaptive Agent Selection in Large-Scale Multi-Agent Systems....Pages 818-822
A Mobile Agent Approach to Support Parallel Evolutionary Computation....Pages 823-828
The Design of Fuzzy Controller by Means of Genetic Algorithms and NFN-Based Estimation Technique....Pages 829-833
GA-Based Polynomial Neural Networks Architecture and Its Application to Multi-variable Software Process....Pages 834-838
Topical and Temporal Visualization Using Wavelets....Pages 839-843
LP-TPOP: Integrating Planning and Scheduling Through Constraint Programming....Pages 844-848
Integrating Insurance Services, Trust and Risk Mechanisms into Multi-agent Systems....Pages 849-853
Cat Swarm Optimization....Pages 854-858
Heuristic Information Based Improved Fuzzy Discrete PSO Method for Solving TSP....Pages 859-863
A Network Event Correlation Algorithm Based on Fault Filtration....Pages 864-869
CPR Localization Using the RFID Tag-Floor....Pages 870-874
Development of a Biologically-Inspired Mesoscale Robot....Pages 875-879
Timed Petri-Net(TPN) Based Scheduling Holon and Its Solution with a Hybrid PSO-GA Based Evolutionary Algorithm(HPGA)....Pages 880-884
Recognition Rate Prediction for Dysarthric Speech Disorder Via Speech Consistency Score....Pages 885-889
An Emotion-Driven Musical Piece Generator for a Constructive Adaptive User Interface....Pages 890-894
An Adaptive Inventory Control Model for a Supply Chain with Nonstationary Customer Demands....Pages 895-900
Context-Aware Product Bundling Architecture in Ubiquitous Computing Environments....Pages 901-906
A Relaxation of a Semiring Constraint Satisfaction Problem Using Combined Semirings....Pages 907-911
Causal Difference Detection Using Bayesian Networks....Pages 912-917
Tabu Search for Generalized Minimum Spanning Tree Problem....Pages 918-922
Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition....Pages 923-928
An Immune Algorithm for the Optimal Maintenance of New Consecutive-Component Systems....Pages 929-933
Immune Genetic Algorithm and Its Application in Optimal Design of Intelligent AC Contactors....Pages 934-939
The Parametric Design Based on Organizational Evolutionary Algorithm....Pages 940-944
Buying and Selling with Insurance in Open Multi-agent Marketplace....Pages 945-949
Ensemble Evolution of Checkers Players with Knowledge of Opening, Middle and Endgame....Pages 950-954
Dynamic Game Level Design Using Gaussian Mixture Model....Pages 955-959
Application Architecture of Data Mining in Telecom Customer Relationship Management Based on Swarm Intelligence....Pages 960-964
Mining Image Sequence Similarity Patterns in Brain Images....Pages 965-969
Weightily Averaged One-Dependence Estimators....Pages 970-974
SV-kNNC: An Algorithm for Improving the Efficiency of k-Nearest Neighbor....Pages 975-979
A Novel Support Vector Machine Metamodel for Business Risk Identification....Pages 980-984
Performing Locally Linear Embedding with Adaptable Neighborhood Size on Manifold....Pages 985-989
Stroke Number and Order Free Handwriting Recognition for Nepali....Pages 990-994
Diagnosis Model of Radio Frequency Impedance Matching in Plasma Equipment by Using Neural Network and Wavelets....Pages 995-999
Program Plagiarism Detection Using Parse Tree Kernels....Pages 1000-1004
Determine the Optimal Parameter for Information Bottleneck Method....Pages 1005-1009
Optimized Parameters for Missing Data Imputation....Pages 1010-1016
Expediting Model Selection for Support Vector Machines Based on an Advanced Data Reduction Algorithm....Pages 1017-1021
Study of the SMO Algorithm Applied in Power System Load Forecasting....Pages 1022-1026
Filtering Objectionable Image Based on Image Content....Pages 1027-1031
MRA Kernel Matching Pursuit Machine....Pages 1032-1036
Multiclass Microarray Data Classification Using GA/ANN Method....Pages 1037-1041
Texture Classification Using Finite Ridgelet Transform and Support Vector Machines....Pages 1042-1046
Reduction of the Multivariate Input Dimension Using Principal Component Analysis....Pages 1047-1051
Designing Prolog Semantics for a Class of Observables....Pages 1052-1057
A Fingerprint Capture System and the Corresponding Image Quality Evaluation Algorithm Based on FPS200....Pages 1058-1062
Multi-agent Motion Tracking Using the Particle Filter in ISpace with DINDs....Pages 1063-1067
Combining Multiple Sets of Rules for Improving Classification Via Measuring Their Closenesses....Pages 1068-1072
Multiple SVMs Enabled Sales Forecasting Support System....Pages 1073-1077
The Application of B-Spline Neurofuzzy Networks for Condition Monitoring of Metal Cutting Tool....Pages 1078-1082
Simplified Fuzzy-PID Controller of Data Link Antenna System for Moving Vehicles....Pages 1083-1088
Neuron Based Nonlinear PID Control....Pages 1089-1093
An Image Retrieval System Based on Colors and Shapes of Objects....Pages 1094-1098
A Hybrid Mood Classification Approach for Blog Text....Pages 1099-1103
Modeling and Classification of Audio Signals Using Gradient-Based Fuzzy C-Means Algorithm with a Mercer Kernel....Pages 1104-1108
A Quick Rank Based on Web Structure....Pages 1109-1113
A Biologically-inspired Computational Model for Perceiving the TROIs from Texture Images....Pages 1114-1118
A Computer-Assisted Environment on Referential Understanding to Enhance Academic Reading Comprehension....Pages 1119-1124
An Object-Oriented Framework for Data Quality Management of Enterprise Data Warehouse....Pages 1125-1129
Extending HPSG Towards HDS as a Fragment of pCLL....Pages 1130-1134
Chinese Multi-document Summarization Using Adaptive Clustering and Global Search Strategy....Pages 1135-1139
Genetic Algorithm Based Multi-document Summarization....Pages 1140-1144
MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup....Pages 1145-1149
Bootstrapping Word Sense Disambiguation Using Dynamic Web Knowledge....Pages 1150-1154
Automatic Construction of Object Oriented Design Models [UML Diagrams] from Natural Language Requirements Specification....Pages 1155-1159
A Multi-word Term Extraction System....Pages 1160-1165
A Multiscale Self-growing Probabilistic Decision-Based Neural Network for Segmentation of SAR Imagery....Pages 1166-1170
Face Detection Using an Adaptive Skin-Color Filter and FMM Neural Networks....Pages 1171-1175
GA Optimized Wavelet Neural Networks....Pages 1176-1180
The Optimal Solution of TSP Using the New Mixture Initialization and Sequential Transformation Method in Genetic Algorithm....Pages 1181-1185
Steering Law Design for Single Gimbal Control Moment Gyroscopes Based on RBF Neural Networks....Pages 1186-1190
Automatic Design of Hierarchical RBF Networks for System Identification....Pages 1191-1195
Dynamically Subsumed-OVA SVMs for Fingerprint Classification....Pages 1196-1200
Design on Supervised / Unsupervised Learning Reconfigurable Digital Neural Network Structure....Pages 1201-1205
Car Plate Localization Using Pulse Coupled Neural Network in Complicated Environment....Pages 1206-1210
A Split-Step PSO Algorithm in Predicting Construction Litigation Outcome....Pages 1211-1215
An Efficient Unsupervised MRF Image Clustering Method....Pages 1216-1221
Robust Gaze Estimation for Human Computer Interaction....Pages 1222-1226
A New Iris Control Mechanism for Traffic Monitoring System....Pages 1227-1231
Invariant Object Recognition Using Circular Pairwise Convolutional Networks....Pages 1232-1236
Face Detection Using Binary Template Matching and SVM....Pages 1237-1241
Gain Field Correction Fast Fuzzy c-Means Algorithm for Segmenting Magnetic Resonance Images....Pages 1242-1247
LVQ Based Distributed Video Coding with LDPC in Pixel Domain....Pages 1248-1252
Object Matching Using Generalized Hough Transform and Chamfer Matching....Pages 1253-1257
An Adaptive Inventory Control Model for a Supply Chain with Nonstationary Customer Demands....Pages 1258-1258
Back Matter....Pages -