Research and Development in Intelligent Systems XIX (eBook, PDF)

Proceedings of ES2002, the Twenty-second SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence
Redaktion: Preece, Alun; Coenen, Frans

• Format: PDF

Produktbeschreibung

The conference proceedings of the twenty-second annual International Conference of the British Computer Society's Specialist Group on Knowledge-Based systems and Applied Artificial Intelligence - Technical stream.

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Produktdetails

• Verlag: Springer London
• Seitenzahl: 467
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781447106517
• Artikelnr.: 44001081

Inhaltsangabe

Best Refereed Technical Paper.- Covering the Path Space: A Casebase Analysis for Mobile Robot Path Planning.- Session 1A: Machine Learning 1.- A Rough Set Model with Ontological Information for Discovering Maximal Association Rules in Document Collections.- Simplest Rules Characterizing Classes Generated by ?-Free Sets.- Epicurean-style Learning Applied to the Classification of Gene-Expression Data.- Case and Feature Subset Selection in Case-based Software Project Effort Prediction.- Session 1B: Knowledge Representation and Reasoning 1.- Generating Context-Based Explanations.- Facilitating DL-based Hybrid Reasoning with Inference Fusion.- Representing and Eliciting "If... Then Rules": An Empirical Analysis.- A Hybrid KRS to Treat Fuzzy and Taxonomic Knowledge.- Session 2A: Machine Learning.- SAT-Based Algorithms for Bayesian Network Inference.- An Approach to Artificial Neural Network Training.- Genetic Algorithm Hybridized with Ruin and Recreate Procedure: Application to the Quadratic Assignment Problem.- ECCLAT: A New Approach of Clusters Discovery in Categorical Data.- Session 2B: Knowledge Representation and Reasoning 2.- Reverse Engineering Ontologies from Performance Systems.- Ontology, Knowledge Management, Knowledge Engineering and the ACM Classification Scheme.- How Habermas' Action Types Can Influence KBS Design.- Business Service Components: A Knowledge Based Approach.- Session 3A: Knowledge Acquisition.- Capturing Consensus Knowledge from Multiple Experts.- Improving Collaborative Personalized TV Services - A Study of Implicit and Explicit User Profiling.- Personalized Information Ordering: A Case Study in Online Recruitment.- KA-Tool and Domain Construction for AI Planning Applications.- Session 3B: Knowledge Representation and Reasoning 3.- Holonsand Agents. Do they Differ?.- Logic Programming Agents Playing Games.- A Constraint Functional Logic Language for Solving Combinatorial Problems.- OO Analysis Patterns as UML Metalevel Collaborations.- Session 4: Constraint Satisfaction and Scheduling.- A Hybrid AI Approach to Staff Scheduling.- A Contention-Oriented Timeslot Selection Heuristic for School Timetabling.- CSP - There is more than one way to model it.- A Polynomial Algorithm for Continuous Non-binary Disjunctive CSPs.- Session 5: Natural Language Processing.- Representing Requirements in Natural Language as Concept Lattices.- Natural Language Understanding Using Generative Dependency Grammar.- Towards a Development Methodology for Managing Linguistic Knowledge Bases.- Author Index.