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172
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SEBD
2008
177views Database» more  SEBD 2008»
15 years 8 months ago
Using PageRank in Feature Selection
Abstract. Feature selection is an important task in data mining because it allows to reduce the data dimensionality and eliminates the noisy variables. Traditionally, feature selec...
Dino Ienco, Rosa Meo, Marco Botta
174
Voted
NIPS
2007
15 years 8 months ago
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Rare category detection is an open challenge for active learning, especially in the de-novo case (no labeled examples), but of significant practical importance for data mining - ...
Jingrui He, Jaime G. Carbonell
174
Voted
OWLED
2007
15 years 8 months ago
Ontological Context Visualization
Abstract. Ontologies contain information about concepts and their relations. Certain concepts may occur in different ontologies at the same time and these concepts can be used as ...
Julia Dmitrieva, Yun Bei, Fons J. Verbeek
164
Voted
SEBD
2007
114views Database» more  SEBD 2007»
15 years 8 months ago
A New Type of Metadata for Querying Data Integration Systems
Research on data integration has provided languages and systems able to guarantee an integrated intensional representation of a given set of data sources. A significant limitation...
Sonia Bergamaschi, Francesco Guerra, Mirko Orsini,...
ACL
2004
15 years 8 months ago
Creating Multilingual Translation Lexicons with Regional Variations Using Web Corpora
The purpose of this paper is to automatically create multilingual translation lexicons with regional variations. We propose a transitive translation approach to determine translat...
Pu-Jen Cheng, Wen-Hsiang Lu, Jei-Wen Teng, Lee-Fen...
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