This volume constitutes the refereed proceedings of the 11th Pacific Rim Conference on Artificial Intelligence, PRICAI 2010, held in Daegu, Korea, in August/September 2010. The 48 revised full papers presented together with 21 short papers in this volume were carefully reviewed and selected from 191 submissions. The volume concentrates on AI theories, technologies and their applications in the areas of social and economic importance for countries in the Pacific Rim.
Author(s): Heinrich H. Bülthoff, Lewis L. Chuang (auth.), Byoung-Tak Zhang, Mehmet A. Orgun (eds.)
Series: Lecture Notes in Computer Science 6230 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 715
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Database Management; Information Storage and Retrieval; Computation by Abstract Devices; Data Mining and Knowledge Discovery
Front Matter....Pages -
Towards Artificial Systems: What Can We Learn from Human Perception?....Pages 1-3
Exploiting Macro and Micro Relations toward Web Intelligence....Pages 4-7
Speech Recognition for Mobile Devices at Google....Pages 8-10
Symmetry within and between Solutions....Pages 11-13
Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation....Pages 14-26
A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization....Pages 27-38
A Novel Approach to Compute Similarities and Its Application to Item Recommendation....Pages 39-51
Multiobjective Optimization Approach for Named Entity Recognition....Pages 52-63
Local Search for Stable Marriage Problems with Ties and Incomplete Lists....Pages 64-75
Layered Hypernetwork Models for Cross-Modal Associative Text and Image Keyword Generation in Multimodal Information Retrieval....Pages 76-87
Visual Query Expansion via Incremental Hypernetwork Models of Image and Text....Pages 88-99
Sampling Bias in Estimation of Distribution Algorithms for Genetic Programming Using Prototype Trees....Pages 100-111
Identification of Non-referential Zero Pronouns for Korean-English Machine Translation....Pages 112-122
Identifying Idiomatic Expressions Using Phrase Alignments in Bilingual Parallel Corpus....Pages 123-133
Generating an Efficient Sensor Network Program by Partial Deduction....Pages 134-145
Conditional Localization and Mapping Using Stereo Camera....Pages 146-156
A Unified Approach for Extracting Multiple News Attributes from News Pages....Pages 157-169
A Method for Mobile User Profile and Reasoning....Pages 170-181
Evaluating Importance of Websites on News Topics....Pages 182-193
A Statistical Interestingness Measures for XML Based Association Rules....Pages 194-205
Toward Improving Re-coloring Based Clustering with Graph b-Coloring....Pages 206-218
Semi-supervised Constrained Clustering: An Expert-Guided Data Analysis Methodology....Pages 219-230
Partial Weighted MaxSAT for Optimal Planning....Pages 231-243
Efficient Estimation of Cumulative Influence for Multiple Activation Information Diffusion Model with Continuous Time Delay....Pages 244-255
Two Natural Heuristics for 3D Packing with Practical Loading Constraints....Pages 256-267
Geometric Median-Shift over Riemannian Manifolds....Pages 268-279
Multi-manifold Clustering....Pages 280-291
Exploiting Word Cluster Information for Unsupervised Feature Selection....Pages 292-303
Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification....Pages 304-314
Time-Sensitive Feature Mining for Temporal Sequence Classification....Pages 315-326
Learning Automaton Based On-Line Discovery and Tracking of Spatio-temporal Event Patterns....Pages 327-338
A Graph Model for Clustering Based on Mutual Information....Pages 339-350
Shill Bidder Detection for Online Auctions....Pages 351-358
Mining Hot Clusters of Similar Anomalies for System Management....Pages 359-371
A Stratified Model for Short-Term Prediction of Time Series....Pages 372-383
Using ASP to Improve the Information Reuse in Mechanical Assembly Sequence Planning....Pages 384-396
Manifold Alpha-Integration....Pages 397-408
Ranking Entities Similar to an Entity for a Given Relationship....Pages 409-420
Anomaly Detection over Spatiotemporal Object Using Adaptive Piecewise Model....Pages 421-432
Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization....Pages 433-444
A Real-Time Personal Authentication System with Selective Attention and Incremental Learning Mechanism in Feature Extraction and Classifier....Pages 445-455
An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction....Pages 456-466
Parameter Learning in Bayesian Network Using Semantic Constraints of Conversational Feedback....Pages 467-476
Keystroke Dynamics Extraction by Independent Component Analysis and Bio-matrix for User Authentication....Pages 477-486
A Fast Incremental Kernel Principal Component Analysis for Online Feature Extraction....Pages 487-497
Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra....Pages 498-509
An Adaptive Bidding Strategy for Combinatorial Auction-Based Resource Allocation in Dynamic Markets....Pages 510-522
Online Self-reorganizing Neuro-fuzzy Reasoning in Interval-Forecasting for Financial Time-Series....Pages 523-534
An Evolving Type-2 Neural Fuzzy Inference System....Pages 535-546
Human Augmented Cognition Based on Integration of Visual and Auditory Information....Pages 547-557
Steady-State Genetic Algorithms for Growing Topological Mapping and Localization....Pages 558-569
Incremental Model Selection and Ensemble Prediction under Virtual Concept Drifting Environments....Pages 570-582
Multi-dimensional Data Inspection for Supervised Classification with Eigen Transformation Classification Trees....Pages 583-588
An Optimised Algorithm to Tackle the Model Explosion Problem in CTL Model Update....Pages 589-594
Exploiting Symmetry in Relational Similarity for Ranking Relational Search Results....Pages 595-600
Brain-Inspired Evolving Neuro-Fuzzy System for Financial Forecasting and Trading of the S&P500 Index....Pages 601-607
Bargain over Joint Plans....Pages 608-613
Point-Based Bounded Policy Iteration for Decentralized POMDPs....Pages 614-619
Chinese Named Entity Recognition Based on Hierarchical Hybrid Model....Pages 620-624
Text Disambiguation Using Support Vector Machine: An Initial Study....Pages 625-630
Diacritics Restoration in Vietnamese: Letter Based vs. Syllable Based Model....Pages 631-636
Tag Quality Feedback: A Framework for Quantitative and Qualitative Feedback on Tags of Social Web....Pages 637-642
Semantic Networks of Mobile Life-Log for Associative Search Based on Activity Theory....Pages 643-648
Three-Subagent Adapting Architecture for Fighting Videogames....Pages 649-654
Incremental Learning via Exceptions for Agents and Humans: Evaluating KR Comprehensibility and Usability....Pages 655-661
Exploiting Comparable Corpora for Cross-Language Information Retrieval....Pages 662-667
Local PCA Regression for Missing Data Estimation in Telecommunication Dataset....Pages 668-673
An Influence Diagram Approach for Multiagent Time-Critical Dynamic Decision Modeling....Pages 674-680
Active Learning for Sequence Labelling with Probability Re-estimation....Pages 681-686
Locally Centralizing Samples for Nearest Neighbors....Pages 687-692
Gait Planning Research for Biped Robot with Heterogeneous Legs....Pages 693-698
Computer-Aided Diagnosis of Alzheimer’s Disease Using Multiple Features with Artificial Neural Network....Pages 699-705
A Hierarchical Multiple Recognizer for Robust Speech Understanding....Pages 706-712
Back Matter....Pages -
