Research and Development in Intelligent Systems XVIII: Proceedings of ES2001, the Twenty-first SGES International Conference on Knowledge Based ... ... Intelligence, Cambridge, December 2001 - Softcover

Inhaltsangabe

Technical Programme Chairman's Introduction.- Technical Keynote Address: Knowledge Technologies: a ReUse Perspective.- Best Technical Paper: Detecting Mismatches Among Experts'Ontologies Acquired Through Knowledge Elicitation.- Session 1. Machine Learning 1: Using J-Pruning to Reduce Overfitting in Classification Trees. Explanation of Attribute Relevance in Decision-Tree Induction. Optimising Association Rule Algorithms Using Itemset Ordering. ADANNET: Automatic Design of Artificial Neural Networks by Evolutionary Techniques.- Session 2. Machine Learning 2/Constraint Satisfaction: Informed Selection of Filter Examples for Knowledge Refinement. Competence-Guided Case Discovery. The Inseparability Problem in Interactive Case-Based Reasoning. Preprocessing Algorithms for Non-binary Disjunctive Constraint Satisfaction.- Session 3. Agents: A Study of Autonomous Agent Navigation Algorithms in the ANIMAT Environment. Intelligent Agents for Resource Management in Third Generation Mobile Networks. DARBS: A Distributed Blackboard System. A Database Architecture for Reusable CommonKADS Agent Specification Components.- Session 4. Knowledge Representation: UML as an Approach to Modelling Knowledge in Rule-based Systems. Modelling Knowledge and Reasoning using Locally Active Elements in Semantic Networks. Using Meta-Level Knowledge to Improve Solutions in Coordination Problems. A Case Study in Ontologies for Probabilistic Networks.- Session 5. Knowledge Engineering: WebShell: the Development of Web-based Expert Systems. Logical Approach in Knowledge-Based Control. An Advanced Stemming Algorithm for Creating Concept Signatures of Medical Terms. Developing an Information System for Framework Reuse.- Session 6: Let's See What Happens if We Integrate AI Planning with Workflow Management System. A Non-binary Constraint Satisfaction Solver: The One-face Hyperpolyhedron Heuristic.

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