Discovery Science: 7th International Conference, DS 2004, Padova, Italy, October 2-5, 2004. Proceedings

Front Matter....Pages -
Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing....Pages 114-128
Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach....Pages 129-141
Constructive Inductive Learning Based on Meta-attributes....Pages 142-154
Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection....Pages 155-168
Extracting Positive Attributions from Scientific Papers....Pages 169-182
Enhancing SVM with Visualization....Pages 183-194
An Associative Information Retrieval Based on the Dependency of Term Co-occurrence....Pages 195-206
On the Convergence of Incremental Knowledge Base Construction....Pages 207-218
Predictive Graph Mining....Pages 1-15
An Efficient Algorithm for Enumerating Closed Patterns in Transaction Databases....Pages 16-31
Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance....Pages 32-46
Mining Noisy Data Streams via a Discriminative Model....Pages 47-59
CorClass: Correlated Association Rule Mining for Classification....Pages 60-72
Maximum a Posteriori Tree Augmented Naive Bayes Classifiers....Pages 73-88
Privacy Problems with Anonymized Transaction Databases....Pages 219-229
A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data....Pages 230-241
Using the Computer to Study the Dynamics of the Handwriting Processes....Pages 242-254
Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions....Pages 255-269
Improving Prediction of Distance-Based Outliers....Pages 89-100
Detecting Outliers via Logical Theories and Its Data Complexity....Pages 101-113
Seamlessly Supporting Combined Knowledge Discovery and Query Answering: A Case Study....Pages 403-411
A Structuralist Approach Towards Computational Scientific Discovery....Pages 412-419
Extracting Modal Implications and Equivalences from Cognitive Minds....Pages 420-428
Optimal Discovery of Subword Associations in Strings....Pages 270-277
Tiling Databases....Pages 278-289
A Clustering of Interestingness Measures....Pages 290-297
Extracting Minimal and Closed Monotone DNF Formulas....Pages 298-305
Characterizations of Multivalued Dependencies and Related Expressions....Pages 306-313
Reasoning-Based Knowledge Extraction for Text Classification....Pages 380-387
A Useful System Prototype for Intrusion Detection – Architecture and Experiments....Pages 388-395
Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem....Pages 396-402
Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class....Pages 314-321
A New Clustering Algorithm Based On Cluster Validity Indices....Pages 322-329
An Efficient Rules Induction Algorithm for Rough Set Classification....Pages 330-337
Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models....Pages 338-346
Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data....Pages 347-354
Using WWW-Distribution of Words in Detecting Peculiar Web Pages....Pages 355-362
DHT Facilitated Web Service Discovery Incorporating Semantic Annotation....Pages 363-370
Discovering Relationships Among Catalogs....Pages 371-379
Back Matter....Pages -