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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2014-11-18
15:00		 Aichi Nagoya Univ. [Poster Presentation] Coping with Class Balance Change in Classification : Class-Prior Estimation with Energy Distance
Hideko Kawakubo (Tokyo Inst. of Tech.), Marthinus Christoffel du Plessis, Masashi Sugiyama (Univ. of Tokyo) IBISML2014-71		 Due to sample selection bias or non-stationarity of the environment, the class balance often changes between training an... [more] IBISML2014-71
pp.271-278
IBISML 2013-03-05
11:25		 Aichi Nagoya Institute of Technology Elimination of redundant features by Kernel Methods and Random Matrix Theory
Hideko Kawakubo, Hiroaki Yoshida (Ochanomizu Univ) IBISML2012-102		 Feature selection can be used to detect factors that affect a certain phenomenon. If the subset of the selected factors ... [more] IBISML2012-102
pp.69-76
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