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Table of Contents

Invited Papers.- Knowledge Representation for Information Integration.- Infrastructure and Interoperability for Agent-Mediated Services.- Improving Classification by Removing or Relabeling Mislabeled Instances.- Incremental Learning with Partial Instance Memory.- KDD-Based Approach to Musical Instrument Sound Recognition.- Learning Significant Alignments: An Alternative to Normalized Local Alignment.- Intelligent User Interface and Ontologies.- A Plausibility Description Logics for Reasoning with Information Sources Having Different Formats and Structures.- Roles of Ontologies for Web Intelligence.- Handling Semantic Inconsistencies in Distributed Knowledge Systems Using Ontologies.- Structured Ontology and Information Retrieval for Email Search and Discovery.- Learning and Knowledge Discovery.- Conceptual Clustering of Heterogeneous Sequences via Schema Mapping.- Is a Greedy Covering Strategy an Extreme Boosting?.- Acquisition of a Knowledge Dictionary from Training Examples Including Multiple Values.- Mining Bayesian Network Structure for Large Sets of Variables.- Logic for Artificial Intelligence.- Automatic Generation of Trivia Questions.- Answering Queries Addressed to Several Databases: A Query Evaluator which Implements a Majority Merging Approach.- Minimal Generalizations under OI-Implication.- I-Search: A System for Intelligent Information Search on the Web.- Knowledge Representation, Reasoning, Integration.- Four-Valued Knowledge Augmentation for Representing Structured Documents.- WISECON — An Intelligent Assistant for Buying Computers on the Internet.- Basic Semantics of the Logic of Plausible Reasoning.- Logic-Based Reasoning on Delegatable Authorizations.- Intelligent Information Retrieval.- Mixing Selections and Foreign Key Joins in Queries againstPossibilistic Databases.- Aggregates as Meta Functions.- A Knowledge-Based Approach to Querying Heterogeneous Databases.- Using User Profiles in Intelligent Information Retrieval.- Learning and Knowledge Discovery.- Partition-Refining Algorithms for Learning Finite State Automata.- Computing Full and Iceberg Datacubes Using Partitions.- A Dynamic Approach to Dimensionality Reduction in Relational Learning.- Incremental and Dynamic Text Mining.- Logic for Artificial Intelligence.- A Logic Framework for the Integration of Databases.- Inference for Annotated Logics over Distributive Lattices.- Disjunctive Logic Programs with Inheritance Revisited.- Knowledge Constructions for Artificial Intelligence.- Methodologies and Soft Computing.- Validation and Reparation of Knowledge Bases.- Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model.- Inheriting Parents Operators: A New Dynamic Strategy for Improving Evolutionary Algorithms.- Intelligent User Interfaces.- An Intelligent Web Recommendation System: A Web Usage Mining Approach.- Porphyry 2001: Semantics for Scholarly Publications Retrieval.- Preprocessor to Improve Performance of GA in Determining Bending Process for Sheet Metal Industry.- Knowledge Representation, Reasoning, Integration.- Recognizing and Discovering Complex Events in Sequences.- Why to Apply Generalized Disjunction-Free Generators Representation of Frequent Patterns?.- Trading-Off Local versus Global Effects of Regression Nodes in Model Trees.- Intelligent Information Systems.- An Efficient Intelligent Agent System for Automated Recommendation in Electronic Commerce.- Matching an XML Document against a Set of DTDs.- Decision Tree Modeling with Relational Views.- Learning and Knowledge Discovery.- Discovering SequentialAssociation Rules with Constraints and Time Lags in Multiple Sequences.- Mining Association Rules in Preference-Ordered Data.- Unknown Attribute Values Processing by Meta-learner.- Intelligent Information Retrieval.- Intelligent Buffer Cache Management in Multimedia Data Retrieval.- A Logical Formalization of Semistructured Data Models.- Solving Travel Problems by Integrating Web Information with Planning.- Methodologies.- A Framework for Generating Task Specific Information Extraction Systems.- A Formal Framework for Reasoning on UML Class Diagrams.- A Biological Approach to the Development of Computer Autoimmune Systems.- Intelligent User Interfaces.- Adaptive Layout Analysis of Document Images.- A NLG-Based Presentation Method for Supporting KDD End-Users.- A Tool Supported Structured Method for Planning Domain Acquisition.- Intelligent Information Systems.- Probabilistic Aggregates.- Samples for Understanding Data-Semantics in Relations.- Cooperation of Multiple Strategies for Automated Learning in Complex Environments.- Learning and Knowledge Discovery.- Classifier Fusion Using Local Confidence.- Feature Selection for Ensembles of Simple Bayesian Classifiers.- Data Squashing for Speeding Up Boosting-Based Outlier Detection.