Discovey Science: First International Conference, DS’98 Fukuoka, Japan, December 14–16, 1998 Proceedings

Philosophical Aspects of Scientific Discovery: A Historical Survey....Pages 1-11
Learning, Mining, or Modeling? A Case Study from Paleoecology....Pages 12-24
The Computer-Aided Discovery of Scientific Knowledge....Pages 25-39
On Classification and Regression....Pages 40-57
Knowledge Discovery in Biological and Chemical Domains....Pages 58-59
Random Case Analysis of Inductive Learning Algorithms....Pages 60-71
On Variants of Iterative Learning....Pages 72-83
Uniform Characterizations of Polynomial-Query Learnabilities....Pages 84-92
Inferring a Rewriting System from Examples....Pages 93-104
Toward Genomic Hypothesis Creator: View Designer for Discovery....Pages 105-116
Visualization of Community Knowledge Interaction Using Associative Representation....Pages 117-128
Discovering Characteristic Patterns from Collections of Classical Japanese Poems....Pages 129-141
Approximate Retrieval of High-Dimensional Data by Spatial Indexing....Pages 141-149
Practical Algorithms for On-Line Sampling....Pages 150-161
Discovering Conceptual Differences among People from Cases....Pages 162-173
Discovery of Unknown Causes from Unexpected Co-occurrence of Inferred Known Causes....Pages 174-186
Refining Search Expression by Discovering Hidden User’s Interests....Pages 186-197
The Discovery of Rules from Brain Images....Pages 198-209
Instance Guided Rule Induction....Pages 210-219
Learning with Globally Predictive Tests....Pages 220-231
Query-Initiated Discovery of Interesting Association Rules....Pages 232-243
Boosting Cost-Sensitive Trees....Pages 244-255
On the Boosting Algorithm for Multiclass Functions Based on Information-Theoretic Criterion for Approximation....Pages 256-267
The Continuous—Function Attribute Class in Decision Tree Induction....Pages 268-278
Feature Transformation and Multivariate Decision Tree Induction....Pages 279-291
Formal Logics of Discovery and Hypothesis Formation by Machine....Pages 291-302
Finding Hypotheses from Examples by Computing the Least Generalization of Bottom Clauses....Pages 303-314
On the Completion of the Most Specific Hypothesis Computation in Inverse Entailment for Mutual Recursion....Pages 315-325
Biochemical Knowledge Discovery Using Inductive Logic Programming....Pages 326-341
Computational Characteristics of Law Discovery Using Neural Networks....Pages 342-351
Development of SDS2: Smart Discovery System for Simultaneous Equation Systems....Pages 352-364
Discovery of Differential Equations from Numerical Data....Pages 364-374
Automatic Transaction of Signal via Statistical Modeling....Pages 375-386
Empirical Comparison of Competing Query Learning Methods....Pages 387-388
Abstracting a Human’s Decision Process by PRISM....Pages 389-391
Mechanisms of Self-organized Renormalizability....Pages 391-392
An Efficient Tool for Discovering Simple Combinatorial Patterns from Large Text Databases....Pages 393-395
A Similarity Finding System under a Goal Concept....Pages 395-396
Parallel Induction Algorithms for Large Samples....Pages 397-398
Toward Effective Knowledge Acquisition with First Order Logic Induction....Pages 399-400
A Logic of Discovery....Pages 401-402
A Strong Relevant Logic Model of Epistemic Processes in Scientific Discovery....Pages 403-404
Four-Fold Table Calculi for Discovery Science....Pages 405-407
Parallel Organization Algorithm for Graph Matching and Subgraph Isomorphism Detection....Pages 407-408
Visualizing Semantic Clusters in the Internet Information Space....Pages 409-410
KN on ZK — Knowledge Network on Network Note Pad ZK....Pages 411-412
Virtual Integration of Distributed Database by Multiple Agents....Pages 413-414
Development of Some Methods and Tools for Discovering Conceptual Knowledge....Pages 415-416
Reducing the Dimensions of Attributes by selection and Aggregation....Pages 417-419
On the Number of Clusters in Cluster Analysis....Pages 419-420
Geometric Clustering Models in Feature Space....Pages 421-423
Efficient Mining of Association Rules with Item Constraints....Pages 423-424
GDT-RS: A Probabilistic Rough Induction Approach....Pages 425-427
A Constructive Fuzzy NGE Learning System....Pages 427-428
Composing Inductive Applications Using Ontologies for Machine Learning....Pages 429-431
TDDA, a Data Mining Tool for Text Databases: A Case History in a Lung Cancer Text Database....Pages 431-433
Crowww Classification and Retrieval on WWW....Pages 433-435
Extracting Knowledge Patterns from Ticket Data....Pages 435-436
Automatic Acquisition of Phoneme Models and Its Application to Phoneme Labeling of a Large Size of Speech Corpus....Pages 437-438
An Experimental Agricultural Data Mining System....Pages 439-440
Data Mining Oriented System for Business Applications....Pages 441-442
Moving Object Recognition Using Wavelets and Learning of Eigenspaces....Pages 443-444
Search for New Methods for Assignment of Complex Molecular Spectra and a Program Package for Simulation of Molecular Spectra....Pages 445-446
Computer Aided Hypotheses Based Drug Discovery Using CATALYST RTM and PC GUHA Software Systems....Pages 447-448
Knowledge Discovery through the Navigation Inside the Human Body....Pages 449-451
Application of Discovery Science to Solar-Terrestrial Physics....Pages 451-452
Incorporating a Navigation Tool into a WWW Browser....Pages 453-455