Discovery Science: 8th International Conference, DS 2005, Singapore, October 8 – 11, 2005. Proceedings

Front Matter....Pages -
Invention and Artificial Intelligence....Pages 1-13
Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources....Pages 14-14
Training Support Vector Machines via SMO-Type Decomposition Methods....Pages 15-15
The Robot Scientist Project....Pages 16-25
The Arrowsmith Project: 2005 Status Report....Pages 26-43
Practical Algorithms for Pattern Based Linear Regression....Pages 44-56
Named Entity Recognition for the Indonesian Language: Combining Contextual, Morphological and Part-of-Speech Features into a Knowledge Engineering Approach....Pages 57-69
Bias Management of Bayesian Network Classifiers....Pages 70-83
A Bare Bones Approach to Literature-Based Discovery: An Analysis of the Raynaud’s/Fish-Oil and Migraine-Magnesium Discoveries in Semantic Space....Pages 84-98
Assisting Scientific Discovery with an Adaptive Problem Solver....Pages 99-112
Cross-Language Mining for Acronyms and Their Completions from the Web....Pages 113-123
Mining Frequent δ -Free Patterns in Large Databases....Pages 124-136
An Experiment with Association Rules and Classification: Post-Bagging and Conviction....Pages 137-149
Movement Analysis of Medaka ( Oryzias Latipes ) for an Insecticide Using Decision Tree....Pages 150-162
Support Vector Inductive Logic Programming....Pages 163-175
Measuring Over-Generalization in the Minimal Multiple Generalizations of Biosequences....Pages 176-188
The q -Gram Distance for Ordered Unlabeled Trees....Pages 189-202
Monotone Classification by Function Decomposition....Pages 203-214
Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces....Pages 215-226
An Algorithm for Mining Implicit Itemset Pairs Based on Differences of Correlations....Pages 227-240
Pattern Classification via Single Spheres....Pages 241-252
SCALETRACK: A System to Discover Dynamic Law Equations Containing Hidden States and Chaos....Pages 253-266
Exploring Predicate-Argument Relations for Named Entity Recognition in the Molecular Biology Domain....Pages 267-280
Massive Biomedical Term Discovery....Pages 281-293
Active Constrained Clustering by Examining Spectral Eigenvectors....Pages 294-307
Learning Ontology-Aware Classifiers....Pages 308-321
Automatic Extraction of Proteins and Their Interactions from Biological Text....Pages 322-329
A Data Analysis Approach for Evaluating the Behavior of Interestingness Measures....Pages 330-337
Unit Volume Based Distributed Clustering Using Probabilistic Mixture Model....Pages 338-345
Finding Significant Web Pages with Lower Ranks by Pseudo-Clique Search....Pages 346-353
CLASSIC’CL: An Integrated ILP System....Pages 354-362
Detecting and Revising Misclassifications Using ILP....Pages 363-370
Self-generation of Control Rules Using Hierarchical and Nonhierarchical Clustering for Coagulant Control of Water Treatment Plants....Pages 371-373
A Semantic Enrichment of Data Tables Applied to Food Risk Assessment....Pages 374-376
Knowledge Discovery Through Composited Visualization, Navigation and Retrieval....Pages 377-379
A Tabu Clustering Method with DHB Operation and Mergence and Partition Operation....Pages 380-382
Discovering User Preferences by Using Time Entries in Click-Through Data to Improve Search Engine Results....Pages 383-385
Network Boosting for BCI Applications....Pages 386-388
Rule-Based FCM: A Relational Mapping Model....Pages 389-391
Effective Classifier Pruning with Rule Information....Pages 392-395
Text Mining for Clinical Chinese Herbal Medical Knowledge Discovery....Pages 396-398
Back Matter....Pages -