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» An Algebraic Approach to Data Mining: Some Examples
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ICML
2005
IEEE
16 years 7 months ago
Recycling data for multi-agent learning
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...
Santiago Ontañón, Enric Plaza
PVLDB
2008
150views more  PVLDB 2008»
15 years 5 months ago
Privacy preserving serial data publishing by role composition
Previous works about privacy preserving serial data publishing on dynamic databases have relied on unrealistic assumptions of the nature of dynamic databases. In many applications...
Yingyi Bu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong,...
ICDM
2008
IEEE
150views Data Mining» more  ICDM 2008»
16 years 17 days ago
Pseudolikelihood EM for Within-network Relational Learning
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
Rongjing Xiang, Jennifer Neville
ICPR
2008
IEEE
16 years 7 months ago
A novel approach for the recognition of a wide Arabic handwritten word lexicon
This paper introduces a novel approach for the recognition of a wide vocabulary of Arabic handwritten words. Note that there is an essential difference between the global and anal...
Abdel Belaïd, Afef Kacem, Imen Ben Cheikh
JMIV
2007
98views more  JMIV 2007»
15 years 6 months ago
A Bilinear Approach to the Parameter Estimation of a General Heteroscedastic Linear System, with Application to Conic Fitting
: In this paper, we study the parameter estimation problem in a general heteroscedastic linear system, by putting the problem in the framework of the bilinear approach to low-rank ...
Pei Chen, David Suter