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» Practical Preference Relations for Large Data Sets
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CSDA
2008
94views more  CSDA 2008»
14 years 12 months ago
Robust model selection using fast and robust bootstrap
Robust model selection procedures control the undue influence that outliers can have on the selection criteria by using both robust point estimators and a bounded loss function wh...
Matias Salibian-Barrera, Stefan Van Aelst
IJWMC
2010
103views more  IJWMC 2010»
14 years 9 months ago
Programmable agents for efficient topology formation of Bluetooth scatternets
The past few years have seen a burst in public interest and widespread use of portable electronic devices featuring both mature and emerging technologies for wireless communication...
Sergio González-Valenzuela, Son T. Vuong, V...
WWW
2011
ACM
14 years 6 months ago
OntoTrix: a hybrid visualization for populated ontologies
Most Semantic Web data visualization tools structure the representation according to the concept definitions and interrelations that constitute the ontology’s vocabulary. Insta...
Benjamin Bach, Emmanuel Pietriga, Ilaria Liccardi,...
SISAP
2011
IEEE
437views Data Mining» more  SISAP 2011»
14 years 2 months ago
Succinct nearest neighbor search
In this paper we present a novel technique for nearest neighbor searching dubbed neighborhood approximation. The central idea is to divide the database into compact regions repres...
Eric Sadit Tellez, Edgar Chávez, Gonzalo Na...
SIGMOD
2004
ACM
184views Database» more  SIGMOD 2004»
15 years 12 months ago
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies
The rich dependency structure found in the columns of real-world relational databases can be exploited to great advantage, but can also cause query optimizers--which usually assum...
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul B...