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PRICAI 2010: Trends in Artificial Intelligence

11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, August 30–September 2, 2010. Proceedings

  • Byoung-Tak Zhang
  • Mehmet A. Orgun
Conference proceedings PRICAI 2010

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6230)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6230)

Table of contents

  1. Front Matter
    PDF

  2. Keynotes

    1. Towards Artificial Systems: What Can We Learn from Human Perception?
      Heinrich H. Bülthoff, Lewis L. Chuang
      Pages 1-3
    2. Exploiting Macro and Micro Relations toward Web Intelligence
      Mitsuru Ishizuka
      Pages 4-7
    3. Speech Recognition for Mobile Devices at Google
      Mike Schuster
      Pages 8-10
    4. Symmetry within and between Solutions
      Toby Walsh
      Pages 11-13

  3. Regular Papers

    1. Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation
      Salem Benferhat, Karim Tabia
      Pages 14-26
    2. A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization
      Xiaoyan Cai, Wenjie Li
      Pages 27-38
    3. A Novel Approach to Compute Similarities and Its Application to Item Recommendation
      Christian Desrosiers, George Karypis
      Pages 39-51
    4. Multiobjective Optimization Approach for Named Entity Recognition
      Asif Ekbal, Sriparna Saha, Christoph S. Garbe
      Pages 52-63
    5. Local Search for Stable Marriage Problems with Ties and Incomplete Lists
      Mirco Gelain, Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable, Toby Walsh
      Pages 64-75
    6. Layered Hypernetwork Models for Cross-Modal Associative Text and Image Keyword Generation in Multimodal Information Retrieval
      Jung-Woo Ha, Byoung-Hee Kim, Bado Lee, Byoung-Tak Zhang
      Pages 76-87
    7. Visual Query Expansion via Incremental Hypernetwork Models of Image and Text
      Min-Oh Heo, Myunggu Kang, Byoung-Tak Zhang
      Pages 88-99
    8. Sampling Bias in Estimation of Distribution Algorithms for Genetic Programming Using Prototype Trees
      Kangil Kim, Bob (R. I. ) McKay, Dharani Punithan
      Pages 100-111
    9. Identification of Non-referential Zero Pronouns for Korean-English Machine Translation
      Kye-Sung Kim, Seong-Bae Park, Hyun-Je Song, Se Young Park, Sang-Jo Lee
      Pages 112-122
    10. Identifying Idiomatic Expressions Using Phrase Alignments in Bilingual Parallel Corpus
      Hyoung-Gyu Lee, Min-Jeong Kim, Gumwon Hong, Sang-Bum Kim, Young-Sook Hwang, Hae-Chang Rim
      Pages 123-133
    11. Generating an Efficient Sensor Network Program by Partial Deduction
      Li Li, kerry Taylor
      Pages 134-145
    12. Conditional Localization and Mapping Using Stereo Camera
      Jigang Liu, Maylor Karhang Leung, Daming Shi
      Pages 146-156
    13. A Unified Approach for Extracting Multiple News Attributes from News Pages
      Wei Liu, Hualiang Yan, Jianwu Yang, Jianguo Xiao
      Pages 157-169
    14. A Method for Mobile User Profile and Reasoning
      Wei Liu, Zhoujun Li
      Pages 170-181
    15. Evaluating Importance of Websites on News Topics
      Yajie Miao, Chunping Li, Liu Yang, Lili Zhao, Ming Gu
      Pages 182-193
    16. A Statistical Interestingness Measures for XML Based Association Rules
      Izwan Nizal Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon
      Pages 194-205
    17. Toward Improving Re-coloring Based Clustering with Graph b-Coloring
      Hiroki Ogino, Tetsuya Yoshida
      Pages 206-218
    18. Semi-supervised Constrained Clustering: An Expert-Guided Data Analysis Methodology
      Vid Podpečan, Miha Grčar, Nada Lavrač
      Pages 219-230
    19. Partial Weighted MaxSAT for Optimal Planning
      Nathan Robinson, Charles Gretton, Duc Nghia Pham, Abdul Sattar
      Pages 231-243
    20. Efficient Estimation of Cumulative Influence for Multiple Activation Information Diffusion Model with Continuous Time Delay
      Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda
      Pages 244-255
    21. Two Natural Heuristics for 3D Packing with Practical Loading Constraints
      Lei Wang, Songshan Guo, Shi Chen, Wenbin Zhu, Andrew Lim
      Pages 256-267
    22. Geometric Median-Shift over Riemannian Manifolds
      Yang Wang, Xiaodi Huang
      Pages 268-279
    23. Multi-manifold Clustering
      Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou
      Pages 280-291
    24. Exploiting Word Cluster Information for Unsupervised Feature Selection
      Qingyao Wu, Yunming Ye, Michael Ng, Hanjing Su, Joshua Huang
      Pages 292-303
    25. Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification
      Shuo Xiang, Songcan Chen, Lishan Qiao
      Pages 304-314
    26. Time-Sensitive Feature Mining for Temporal Sequence Classification
      Yong Yang, Longbing Cao, Li Liu
      Pages 315-326
    27. Learning Automaton Based On-Line Discovery and Tracking of Spatio-temporal Event Patterns
      Anis Yazidi, Ole-Christoffer Granmo, Min Lin, Xifeng Wen, B. John Oommen, Martin Gerdes et al.
      Pages 327-338
    28. A Graph Model for Clustering Based on Mutual Information
      Tetsuya Yoshida
      Pages 339-350
    29. Shill Bidder Detection for Online Auctions
      Tsuyoshi Yoshida, Hayato Ohwada
      Pages 351-358
    30. Mining Hot Clusters of Similar Anomalies for System Management
      Dapeng Zhang, Fen Lin, Zhongzhi Shi, Heqing Huang
      Pages 359-371
    31. A Stratified Model for Short-Term Prediction of Time Series
      Yihao Zhang, Mehmet A. Orgun, Rohan Baxter, Weiqiang Lin
      Pages 372-383
    32. Using ASP to Improve the Information Reuse in Mechanical Assembly Sequence Planning
      Lingzhong Zhao, Xuesong Wang, Junyan Qian, Tianlong Gu
      Pages 384-396

  4. Special Session Papers

    1. Manifold Alpha-Integration
      Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonseop Kang, Yoonsuck Choe
      Pages 397-408
    2. Ranking Entities Similar to an Entity for a Given Relationship
      Yong-Jin Han, Seong-Bae Park, Sang-Jo Lee, Se Young Park, Kweon Yang Kim
      Pages 409-420
    3. Anomaly Detection over Spatiotemporal Object Using Adaptive Piecewise Model
      Fazli Hanapiah, Ahmed A. Al-Obaidi, Chee Seng Chan
      Pages 421-432
    4. Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization
      Hisashi Handa
      Pages 433-444
    5. A Real-Time Personal Authentication System with Selective Attention and Incremental Learning Mechanism in Feature Extraction and Classifier
      Young-Min Jang, Seiichi Ozawa, Minho Lee
      Pages 445-455
    6. An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction
      Donghyun Kim, Hyeyoung Park
      Pages 456-466
    7. Parameter Learning in Bayesian Network Using Semantic Constraints of Conversational Feedback
      Seung-Hyun Lee, Sungsoo Lim, Sung-Bae Cho
      Pages 467-476
    8. Keystroke Dynamics Extraction by Independent Component Analysis and Bio-matrix for User Authentication
      Thanh Tran Nguyen, Thai Hoang Le, Bac Hoai Le
      Pages 477-486
    9. A Fast Incremental Kernel Principal Component Analysis for Online Feature Extraction
      Seiichi Ozawa, Yohei Takeuchi, Shigeo Abe
      Pages 487-497
    10. Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra
      Heesang Shin, Napoleon H. Reyes, Andre L. Barczak, Chee Seng Chan
      Pages 498-509
    11. An Adaptive Bidding Strategy for Combinatorial Auction-Based Resource Allocation in Dynamic Markets
      Xin Sui, Ho-fung Leung
      Pages 510-522
    12. Online Self-reorganizing Neuro-fuzzy Reasoning in Interval-Forecasting for Financial Time-Series
      Javan Tan, Chai Quek
      Pages 523-534
    13. An Evolving Type-2 Neural Fuzzy Inference System
      Sau Wai Tung, Chai Quek, Cuntai Guan
      Pages 535-546

About these proceedings

Keywords

Bayesian network agent systems algorithms artificial intelligence artificial neural network classification cognition decision model genetic programming knowledge discovery learning machine learning multi-objective optimization neural networks robot

Editors and affiliations

  • Byoung-Tak Zhang
    • 1
  • Mehmet A. Orgun
    • 2
  1. 1.School of Computer Science and EngineeringSeoul National UniversitySeoulKorea
  2. 2.Department of Computing,Macquarie UniversitySydneyAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-15246-7
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-15245-0
  • Online ISBN 978-3-642-15246-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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