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142
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RSKT
2009
Springer
15 years 10 months ago
Learning Optimal Parameters in Decision-Theoretic Rough Sets
A game-theoretic approach for learning optimal parameter values for probabilistic rough set regions is presented. The parameters can be used to define approximation regions in a p...
Joseph P. Herbert, Jingtao Yao
106
Voted
KCAP
2009
ACM
15 years 10 months ago
Modeling multiple-event situations across news articles
Readers interested in the context of an event covered in the news such as the dismissal of a lawsuit can benefit from easily finding out about the overall news situation, the lega...
Earl J. Wagner, Larry Birnbaum, Kenneth D. Forbus
106
Voted
KCAP
2009
ACM
15 years 10 months ago
A catalogue of OWL ontology antipatterns
Debugging inconsistent OWL ontologies is a timeconsuming task. Debugging services included in existing ontology engineering tools are still far from providing adequate support to ...
Catherine Roussey, Óscar Corcho, Luis Manue...
135
Voted
IRI
2008
IEEE
15 years 10 months ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
120
Voted
ICASSP
2007
IEEE
15 years 10 months ago
Unsupervised Audio Segmentation using Extended Baum-Welch Transformations
Audio segmentation has applications in a variety of contexts, such as audio information retrieval, automatic sound analysis, and as a pre-processing step in speech recognition. Ex...
Tara N. Sainath, Dimitri Kanevsky, Giridharan Iyen...