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» Theoretical Frameworks for Data Mining
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ICDM
2003
IEEE
88views Data Mining» more  ICDM 2003»
14 years 28 days ago
Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...
KDD
2000
ACM
107views Data Mining» more  KDD 2000»
13 years 11 months ago
A general probabilistic framework for clustering individuals and objects
Igor V. Cadez, Scott Gaffney, Padhraic Smyth
ICDM
2009
IEEE
223views Data Mining» more  ICDM 2009»
14 years 2 months ago
Differential Privacy for Clinical Trial Data: Preliminary Evaluations
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...
Duy Vu, Aleksandra Slavkovic
SDM
2004
SIAM
189views Data Mining» more  SDM 2004»
13 years 9 months ago
An Abstract Weighting Framework for Clustering Algorithms
act Weighting Framework for Clustering Algorithms Richard Nock Frank Nielsen Recent works in unsupervised learning have emphasized the need to understand a new trend in algorithmi...
Richard Nock, Frank Nielsen