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» An objective approach to cluster validation
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ICDM
2007
IEEE
176views Data Mining» more  ICDM 2007»
15 years 1 months ago
A Compact Representation of Spatio-Temporal Data
As technology advances we encounter more available data on moving objects, which can be mined to our benefit. In order to efficiently mine this large amount of data we propose an ...
Sigal Elnekave, Mark Last, Oded Maimon
IS
2010
14 years 8 months ago
Building concepts for AI agents using information theoretic Co-clustering
Abstract--High level conceptual thought seems to be at the basis of the impressive human cognitive ability, and AI researchers aim to replicate this ability in artificial agents. C...
Jason R. Chen
ICPR
2006
IEEE
15 years 11 months ago
Efficient Search and Verification for Function Based Classification from Real Range Images
In this work we propose a probabilistic model for generic object classification from raw range images. Our approach supports a validation process in which classes are verified usi...
Ehud Rivlin, Ilan Shimshoni, Octavian Soldea
ISMIR
2001
Springer
99views Music» more  ISMIR 2001»
15 years 2 months ago
A Naturalist Approach to Music File Name Analysis
: Music title identification is a key ingredient of contentbased electronic music distribution. Because of the lack of standards in music identification – or the lack of enforcem...
François Pachet
ESWS
2008
Springer
14 years 11 months ago
Conceptual Clustering and Its Application to Concept Drift and Novelty Detection
Abstract. The paper presents a clustering method which can be applied to populated ontologies for discovering interesting groupings of resources therein. The method exploits a simp...
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito