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» Performance Measurements for Privacy Preserving Data Mining
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WWW
2009
ACM
16 years 2 months ago
Unsupervised query categorization using automatically-built concept graphs
Automatic categorization of user queries is an important component of general purpose (Web) search engines, particularly for triggering rich, query-specific content and sponsored ...
Eustache Diemert, Gilles Vandelle
CORR
2008
Springer
105views Education» more  CORR 2008»
15 years 1 months ago
Robust Machine Learning Applied to Terascale Astronomical Datasets
We present recent results from the LCDM3 collaboration between UIUC Astronomy and NCSA to deploy supercomputing cluster resources and machine learning algorithms for the mining of ...
Nicholas M. Ball, Robert J. Brunner, Adam D. Myers
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 3 months ago
Semi-supervised Multi-label Learning by Solving a Sylvester Equation
Multi-label learning refers to the problems where an instance can be assigned to more than one category. In this paper, we present a novel Semi-supervised algorithm for Multi-labe...
Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang
137
Voted
SP
2005
IEEE
188views Security Privacy» more  SP 2005»
15 years 7 months ago
BIND: A Fine-Grained Attestation Service for Secure Distributed Systems
In this paper, we propose BIND (Binding Instructions aNd Data),1 a fine-grained attestation service for securing distributed systems. Code attestation has recently received consi...
Elaine Shi, Adrian Perrig, Leendert van Doorn
KDD
2004
ACM
108views Data Mining» more  KDD 2004»
16 years 2 months ago
Sleeved coclustering
A coCluster of a m?n matrix X is a submatrix determined by a subset of the rows and a subset of the columns. The problem of finding coClusters with specific properties is of inter...
Avraham A. Melkman, Eran Shaham