8. DS 2005: Singapore

Invited Papers

• Gary Bradshaw:
  Invention and Artificial Intelligence. 1-13
  
• Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant Honavar:
  Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. 14
  
• Pai-Hsuen Chen, Rong-En Fan, Chih-Jen Lin:
  Training Support Vector Machines via SMO-Type Decomposition Methods. 15
  
• Ross D. King, Michael Young, Amanda Clare, Kenneth Whelan, Jem J. Rowland:
  The Robot Scientist Project. 16-25
  
• Neil R. Smalheiser:
  The Arrowsmith Project: 2005 Status Report. 26-43
  

Regular Contributions - Long Papers

• Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masayuki Takeda:
  Practical Algorithms for Pattern Based Linear Regression. 44-56
  
• Indra Budi, Stéphane Bressan, Gatot Wahyudi, Zainal A. Hasibuan, Bobby Nazief:
  Named Entity Recognition for the Indonesian Language: Combining Contextual, Morphological and Part-of-Speech Features into a Knowledge Engineering Approach. 57-69
  
• Gladys Castillo, João Gama:
  Bias Management of Bayesian Network Classifiers. 70-83
  
• Richard J. Cole, Peter Bruza:
  A Bare Bones Approach to Literature-Based Discovery: An Analysis of the Raynaud's/Fish-Oil and Migraine-Magnesium Discoveries in Semantic Space. 84-98
  
• Christopher Dartnell, Jean Sallantin:
  Assisting Scientific Discovery with an Adaptive Problem Solver. 99-112
  
• Udo Hahn, Philipp Daumke, Stefan Schulz, Kornél G. Markó:
  Cross-Language Mining for Acronyms and Their Completions from the Web. 113-123
  
• Céline Hébert, Bruno Crémilleux:
  Mining Frequent delta-Free Patterns in Large Databases. 124-136
  
• Alípio Jorge, Paulo J. Azevedo:
  An Experiment with Association Rules and Classification: Post-Bagging and Conviction. 137-149
  
• Sengtai Lee, Jeehoon Kim, Jae-Yeon Baek, Man-Wi Han, Chang Ji, Tae-Soo Chon:
  Movement Analysis of Medaka (Oryzias Latipes) for an Insecticide Using Decision Tree. 150-162
  
• Stephen Muggleton, Huma Lodhi, Ata Amini, Michael J. E. Sternberg:
  Support Vector Inductive Logic Programming. 163-175
  
• Yen Kaow Ng, Hirotaka Ono, Takeshi Shinohara:
  Measuring Over-Generalization in the Minimal Multiple Generalizations of Biosequences. 176-188
  
• Nobuhito Ohkura, Kouichi Hirata, Tetsuji Kuboyama, Masateru Harao:
  The q-Gram Distance for Ordered Unlabeled Trees. 189-202
  
• Viara Popova, Jan C. Bioch:
  Monotone Classification by Function Decomposition. 203-214
  
• Shiliang Sun, Changshui Zhang:
  Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. 215-226
  
• Tsuyoshi Taniguchi, Makoto Haraguchi:
  An Algorithm for Mining Implicit Itemset Pairs Based on Differences of Correlations. 227-240
  
• Jigang Wang, Predrag Neskovic, Leon N. Cooper:
  Pattern Classification via Single Spheres. 241-252
  
• Takashi Washio, Fuminori Adachi, Hiroshi Motoda:
  SCALETRACK: A System to Discover Dynamic Law Equations Containing Hidden States and Chaos. 253-266
  
• Tuangthong Wattarujeekrit, Nigel Collier:
  Exploring Predicate-Argument Relations for Named Entity Recognition in the Molecular Biology Domain. 267-280
  
• Joachim Wermter, Udo Hahn:
  Massive Biomedical Term Discovery. 281-293
  
• Qianjun Xu, Marie desJardins, Kiri Wagstaff:
  Active Constrained Clustering by Examining Spectral Eigenvectors. 294-307
  
• Jun Zhang, Doina Caragea, Vasant Honavar:
  Learning Ontology-Aware Classifiers. 308-321
  

Regular Contributions - Regular Papers

• Kiho Hong, Junhyung Park, Jihoon Yang, Eunok Paek:
  Automatic Extraction of Proteins and Their Interactions from Biological Text. 322-329
  
• Hiep Xuan Huynh, Fabrice Guillet, Henri Briand:
  A Data Analysis Approach for Evaluating the Behavior of Interestingness Measures. 330-337
  
• Keunjoon Lee, Jinu Joo, Jihoon Yang, Sungyong Park:
  Unit Volume Based Distributed Clustering Using Probabilistic Mixture Model. 338-345
  
• Yoshiaki Okubo, Makoto Haraguchi, Bin Shi:
  Finding Significant Web Pages with Lower Ranks by Pseudo-Clique Search. 346-353
  
• Christian Stolle, Andreas Karwath, Luc De Raedt:
  CLASSIC'CL: An Integrated ILP System. 354-362
  
• Masaki Yokoyama, Tohgoroh Matsui, Hayato Ohwada:
  Detecting and Revising Misclassifications Using ILP. 363-370
  

Project Reports

• Hyeon Bae, Sungshin Kim, Yejin Kim, Changwon Kim:
  Self-generation of Control Rules Using Hierarchical and Nonhierarchical Clustering for Coagulant Control of Water Treatment Plants. 371-373
  
• Hélène Gagliardi, Ollivier Haemmerlé, Nathalie Pernelle, Fatiha Saïs:
  A Semantic Enrichment of Data Tables Applied to Food Risk Assessment. 374-376
  
• Wei-Ching Lim, Chien-Sing Lee:
  Knowledge Discovery Through Composited Visualization, Navigation and Retrieval. 377-379
  
• Yongguo Liu, Dong Zheng, Shiqun Li, Libin Wang, Kefei Chen:
  A Tabu Clustering Method with DHB Operation and Mergence and Partition Operation. 380-382
  
• Parthasarathy Ramachandran:
  Discovering User Preferences by Using Time Entries in Click-Through Data to Improve Search Engine Results. 383-385
  
• Shijun Wang, Zhonglin Lin, Changshui Zhang:
  Network Boosting for BCI Applications. 386-388
  
• Ying Yang, Tao-Shen Li, Jiajin Le:
  Rule-Based FCM: A Relational Mapping Model. 389-391
  
• Xiaolong Zhang, Mingjian Luo, Daoying Pi:
  Effective Classifier Pruning with Rule Information. 392-395
  
• Xuezhong Zhou, Baoyan Liu, Zhaohui Wu:
  Text Mining for Clinical Chinese Herbal Medical Knowledge Discovery. 396-398
  

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