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KDD
2009
ACM
167views Data Mining» more  KDD 2009»
15 years 11 months ago
Exploiting contexts to deal with uncertainty in classification
Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr....
PKDD
2009
Springer
138views Data Mining» more  PKDD 2009»
15 years 11 months ago
Cost-Sensitive Learning Based on Bregman Divergences
Raúl Santos-Rodríguez, Alicia Guerre...
201
Voted
PAKDD
2010
ACM
182views Data Mining» more  PAKDD 2010»
15 years 10 months ago
Computation of Ratios of Secure Summations in Multi-party Privacy-Preserving Latent Dirichlet Allocation
In this paper, we focus our attention on the problem of computing the ratio of two numbers, both of which are the summations of the private numbers distributed in different parties...
Bin Yang, Hiroshi Nakagawa
198
Voted
PAKDD
2010
ACM
134views Data Mining» more  PAKDD 2010»
15 years 8 months ago
Generating Diverse Ensembles to Counter the Problem of Class Imbalance
Abstract. One of the more challenging problems faced by the data mining community is that of imbalanced datasets. In imbalanced datasets one class (sometimes severely) outnumbers t...
T. Ryan Hoens, Nitesh V. Chawla
171
Voted
CSREASAM
2008
15 years 8 months ago
A Multi-Layered Approach to Botnet Detection
Robert F. Erbacher, Adele Cutler, Pranab Banerjee,...