Discovery science : 7th international conference, DS 2004, Padova, Italy, October 2-5, 2004 : proceedings

Table of Contents:

• Predictive Graph Mining
• An Efficient Algorithm for Enumerating Closed Patterns in Transaction Databases
• Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance
• Mining Noisy Data Streams via a Discriminative Model
• CorClass: Correlated Association Rule Mining for Classification
• Maximum a Posteriori Tree Augmented Naive Bayes Classifiers
• Improving Prediction of Distance-Based Outliers
• Detecting Outliers via Logical Theories and Its Data Complexity
• Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing
• Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach
• Constructive Inductive Learning Based on Meta-attributes
• Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection
• Extracting Positive Attributions from Scientific Papers
• Enhancing SVM with Visualization
• An Associative Information Retrieval Based on the Dependency of Term Co-occurrence
• On the Convergence of Incremental Knowledge Base Construction
• Privacy Problems with Anonymized Transaction Databases
• A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data
• Using the Computer to Study the Dynamics of the Handwriting Processes
• Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions

Includes bibliographical references and index