This book constitutes the refereed proceedings of the 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, held in Guilin, China in August 2006.
The 81 revised full papers and 87 revised short papers presented together with 3 keynote talks were carefully reviewed and selected from 596 submissions. The papers are organized in topical sections on intelligent agents, automated reasoning, machine learning and data mining, natural language processing and speech recognition, computer vision, perception and animation, evolutionary computing, industrial applications, intelligent agents, automated reasoning, evolutionary computing, game, machine learning and data mining, information retrieval, natural language processing, neural networks, and computer vision.
Author(s): Pedro Domingos (auth.), Qiang Yang, Geoff Webb (eds.)
Series: Lecture Notes in Computer Science 4099 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2006
Language: English
Pages: 1263
City: Berlin
Tags: Artificial Intelligence (incl. Robotics)
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 -
