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67
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PR
2007
71views more  PR 2007»
15 years 6 days ago
A discriminant analysis using composite features for classification problems
Chunghoon Kim, Chong-Ho Choi
88
Voted
NIPS
2000
15 years 2 months ago
Kernel Expansions with Unlabeled Examples
Modern classification applications necessitate supplementing the few available labeled examples with unlabeled examples to improve classification performance. We present a new tra...
Martin Szummer, Tommi Jaakkola
99
Voted
ESANN
2006
15 years 2 months ago
Using distributed genetic programming to evolve classifiers for a brain computer interface
The objective of this paper is to illustrate the application of genetic programming to evolve classifiers for multi-channel time series data. The paper shows how high performance d...
Eva Alfaro-Cid, Anna Esparcia-Alcázar, Ken ...
KDD
2007
ACM
132views Data Mining» more  KDD 2007»
16 years 1 months ago
Semi-supervised classification with hybrid generative/discriminative methods
Gregory Druck, Chris Pal, Andrew McCallum, Xiaojin...
123
Voted
NIPS
2004
15 years 2 months ago
Semi-supervised Learning on Directed Graphs
Given a directed graph in which some of the nodes are labeled, we investigate the question of how to exploit the link structure of the graph to infer the labels of the remaining u...
Dengyong Zhou, Bernhard Schölkopf, Thomas Hof...