Learning with Uncertainty
Xizhao Wang & Junhai Zhai
Learning with Uncertainty
Xizhao Wang & Junhai Zhai
Paperback
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English
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Description
Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of uncertainty. The book starts with the introduction
Xizhao Wang, Junhai Zhai