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» Representing Knowledge Gaps Effectively
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ATAL
2010
Springer
13 years 7 months ago
PAC-MDP learning with knowledge-based admissible models
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...
Marek Grzes, Daniel Kudenko
FLAIRS
2004
13 years 9 months ago
Combining Global and Local Ontology handling in a Multiagent System
Ontologic knowledge is getting more and more important in agent-based systems, and its handling is becoming crucial for successful applications. But placing all the ontologyhandli...
Ramón F. Brena, Hector G. Ceballos
FLAIRS
2009
13 years 5 months ago
Supporting Uncertainty and Inconsistency in Semantic Web Applications
Ensuring the consistency and completeness of Semantic Web ontologies is practically impossible, because of their scale and highly dynamic nature. Many web applications, therefore,...
Neli P. Zlatareva
ISPA
2007
Springer
14 years 1 months ago
Learning Fuzzy Concept Hierarchy and Measurement with Node Labeling
A concept hierarchy is a kind of general form of knowledge representation. Most of the previous researches on describing the concept hierarchy use tree-like crisp taxonomy. However...
Been-Chian Chien, Chih-Hung Hu, Ming-Yi Ju
DSS
2008
141views more  DSS 2008»
13 years 7 months ago
A Latent Semantic Indexing-based approach to multilingual document clustering
The creation and deployment of knowledge repositories for managing, sharing, and reusing tacit knowledge within an organization has emerged as a prevalent approach in current know...
Chih-Ping Wei, Christopher C. Yang, Chia-Min Lin