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EWCBR
2006
Springer
15 years 3 months ago
Complexity Profiling for Informed Case-Base Editing
Abstract. The contents of the case knowledge container is critical to the performance of case-based classification systems. However the knowledge engineer is given little support i...
Stewart Massie, Susan Craw, Nirmalie Wiratunga
ICML
2000
IEEE
16 years 20 days ago
Classification of Individuals with Complex Structure
This paper introduces a foundation for inductive learning based on the use of higher-order logic for knowledge representation. In particular, the paper (i) provides a systematic i...
Antony F. Bowers, Christophe G. Giraud-Carrier, Jo...
TARK
2009
Springer
15 years 6 months ago
Logical omniscience as a computational complexity problem
The logical omniscience feature assumes that an epistemic agent knows all logical consequences of her assumptions. This paper offers a general theoretical framework that views log...
Sergei N. Artëmov, Roman Kuznets
AIIA
2007
Springer
15 years 6 months ago
Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences
Structured Hidden Markov Model (S-HMM) is a variant of Hierarchical Hidden Markov Model that shows interesting capabilities of extracting knowledge from symbolic sequences. In fact...
Ugo Galassi, Attilio Giordana, Lorenza Saitta
ICTAI
2003
IEEE
15 years 5 months ago
A Cognitive Vision Platform for Automatic Recognition of Natural Complex Objects
This paper presents a generic cognitive vision platform for the automatic recognition of natural complex objects. The recognition consists of three steps : image processing for nu...
Céline Hudelot, Monique Thonnat