April 2014
Intermediate to advanced
334 pages
10h 40m
English
book
Conformal Prediction for Reliable Machine Learning
by Vineeth Balasubramanian, Shen-Shyang Ho, Vladimir Vovk
Content preview from Conformal Prediction for Reliable Machine Learning
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Copyright Permissions
Chapter 3
Figures 3.4, 3.5, 3.6, 3.9 and Tables 3.1, 3.2: Reprinted with permission from Balasubramanian, Chakraborty and Panchanathan, Generalized Query by Transduction for Online Active Learning, 12th International Conference on Computer Vision Workshops (ICCV Workshops), © 2009 IEEE.
Figures 3.7, 3.8: Reprinted with permission from Makili et al., Active Learning Using Conformal Predictors: Application to Image Classification, Fusion Science and Technology, Vol 62 No 2 © 2012 American Nuclear Society, La Grange Park, Illinois.
Chapter 6
Figure 6.4: Reprinted from Artificial Intelligence Applications and Innovations, Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alexander Gammerman, Feature Selection by Conformal Predictor, ...
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