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ICPR
2006
IEEE
16 years 8 months ago
A New Data Selection Principle for Semi-Supervised Incremental Learning
Current semi-supervised incremental learning approaches select unlabeled examples with predicted high confidence for model re-training. We show that for many applications this dat...
Alexander I. Rudnicky, Rong Zhang
ICML
2007
IEEE
16 years 7 months ago
Sparse probabilistic classifiers
The scores returned by support vector machines are often used as a confidence measures in the classification of new examples. However, there is no theoretical argument sustaining ...
Romain Hérault, Yves Grandvalet
ICML
2005
IEEE
16 years 7 months ago
Optimizing abstaining classifiers using ROC analysis
Classifiers that refrain from classification in certain cases can significantly reduce the misclassification cost. However, the parameters for such abstaining classifiers are ofte...
Tadeusz Pietraszek
CHI
2009
ACM
16 years 7 months ago
Spectator understanding of error in performance
The development of computer-based devices for music control has created a need to study how spectators understand new performance technologies and practices. As a part of a larger...
A. Cavan Fyans, Michael Gurevich, Paul Stapleton
CHI
2008
ACM
16 years 7 months ago
Mind your p's and q's: when politeness helps and hurts in online communities
Little is known about the impact of politeness in online communities. This project combines deductive and inductive approaches to automatically model linguistic politeness in onli...
Moira Burke, Robert Kraut