
Learning with Uncertainty
Description
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Most contents of the book are our research results in recent decades. The purpose of this book is to help the readers to understand the impact of uncertainty on learning processes. It comes with many examples to facilitate understanding. The book can be used as reference book or textbook for researcher fellows, senior undergraduates and postgraduates majored in computer science and technology, applied mathematics, automation, electrical engineering, etc.
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Persons
Content
Symbols and Abbreviations
Chapter 1 Uncertainty 13
Chapter 2 Decision Tree with Uncertainty
Chapter 3 Clustering under Uncertainty Environment 77
Chapter 4 Active Learning with Uncertainty 121
Chapter 5 Ensemble learning with Uncertainty 173
Index
System requirements
File format: ePUB
Copy protection: Adobe-DRM (Digital Rights Management)
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