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ECAI
2000
Springer
15 years 1 months ago
On Efficiency of Learning: A Framework and Justification
Abstract. A conceptual framework, whose goal is the improvement of efficiency of machine learning, is presented. The framework is designed in a broader context of problem solver (P...
Jindrich Bucha
ECAI
2000
Springer
15 years 1 months ago
Repairing Queries in a Mediator Approach
In this paper, we study unsatisfiable queries posed to a mediator in an information integration system and expressed in the logical formalism of the information integration system...
Alain Bidault, Christine Froidevaux, Brigitte Safa...
ECAI
2000
Springer
15 years 1 months ago
An Instance-based Approach for Identifying Candidate Ontology Relations within a Multi-Agent System
Discovering related concepts in a multi-agent system among agents with diverse ontologies is difficult using existing knowledge representation languages and approaches. We describ...
Andrew B. Williams, Costas Tsatsoulis
ECAI
2000
Springer
15 years 1 months ago
Explaining ALC Subsumption
Knowledge representation systems, including ones based on Description Logics (DLs), use explanation facilities to, among others, debug knowledge bases. Until now, such facilities w...
Alexander Borgida, Enrico Franconi, Ian Horrocks
ECAI
2000
Springer
15 years 1 months ago
Verification Programs for Abduction
Abstract. We call verification the process of finding the actual explanation of a given set of manifestations. We consider an abductive setting, in which explanations are sets of a...
Paolo Liberatore, Francesco M. Donini