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SEBD
2008
177views Database» more  SEBD 2008»
13 years 11 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
CORR
2010
Springer
142views Education» more  CORR 2010»
13 years 9 months ago
Two-dimensional ranking of Wikipedia articles
Abstract. The Library of Babel, described by Jorge Luis Borges, stores an enormous amount of information. The Library exists ab aeterno. Wikipedia, a free online encyclopaedia, bec...
A. O. Zhirov, O. V. Zhirov, D. L. Shepelyansky
IM
2007
13 years 9 months ago
Approximating Personalized PageRank with Minimal Use of Web Graph Data
Abstract. In this paper, we consider the problem of calculating fast and accurate approximations to the personalized PageRank score of a webpage. We focus on techniques to improve ...
David Gleich, Marzia Polito
EKAW
2010
Springer
13 years 8 months ago
Extending Open Rating Systems for Ontology Ranking and Reuse
Abstract. Ontology reuse saves costs and improves interoperability between ontologies. Knowing which ontology to reuse is difficult without having a quality assessment. We employ u...
Holger Lewen, Mathieu d'Aquin
ICMLA
2009
13 years 7 months ago
Ranking Electrical Feeders of the New York Power Grid
components of a system by susceptibility to failure. In this extended abstract, we present an ongoing project to rank the underground primary feeders of Consolidated Edison Company...
Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta...