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8th DS 2005: Singapore
- Achim G. Hoffmann, Hiroshi Motoda, Tobias Scheffer:
Discovery Science, 8th International Conference, DS 2005, Singapore, October 8-11, 2005, Proceedings. Lecture Notes in Computer Science 3735, Springer 2005, ISBN 3-540-29230-6
Invited Papers
- Gary Bradshaw:
Invention and Artificial Intelligence. 1-13 - Doina Caragea
, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant G. 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
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
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 II, 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
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 H. Muggleton, Huma Lodhi, Ata Amini, Michael J. E. Sternberg
Support Vector Inductive Logic Programming. 163-175 - Yen Kaow Ng, Hirotaka Ono
Measuring Over-Generalization in the Minimal Multiple Generalizations of Biosequences. 176-188 - Nobuhito Ohkura, Kouichi Hirata
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
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
CLASSIC'CL: An Integrated ILP System. 354-362 - Masaki Yokoyama, Tohgoroh Matsui
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, Taoshen 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
Text Mining for Clinical Chinese Herbal Medical Knowledge Discovery. 396-398
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