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IJCAI
2001
13 years 8 months ago
Active Learning for Class Probability Estimation and Ranking
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
Maytal Saar-Tsechansky, Foster J. Provost
JMLR
2006
113views more  JMLR 2006»
13 years 7 months ago
Generalized Bradley-Terry Models and Multi-Class Probability Estimates
The Bradley-Terry model for obtaining individual skill from paired comparisons has been popular in many areas. In machine learning, this model is related to multi-class probabilit...
Tzu-Kuo Huang, Ruby C. Weng, Chih-Jen Lin
PAKDD
2007
ACM
106views Data Mining» more  PAKDD 2007»
14 years 1 months ago
Estimation of Class Membership Probabilities in the Document Classification
Kazuko Takahashi, Hiroya Takamura, Manabu Okumura
ICICIC
2006
IEEE
14 years 1 months ago
Visibility Estimation in Foggy Conditions by In-Vehicle Camera and Radar
We propose a method of judging fog density by using invehicle camera images and millimeter-wave (mm-W) radar data. This method determines fog density by evaluating both the visibi...
Kenji Mori, Terutoshi Kato, Tomokazu Takahashi, Ic...