LATEST DISCOUNTS & SALES: PROMOTIONS

Close Notification

Your cart does not contain any items

Learning with Uncertainty by Xizhao Wang at Abbey's Bookshop,
Learning with Uncertainty
— —
Xizhao Wang Junhai Zhai

Learning with Uncertainty

Xizhao Wang,  Junhai Zhai

$94.99

Paperback

Not in-store but you can order this
How long will it take?
English
CRC Press
30 June 2020
Probability & statistics; Machine learning
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 to uncertainty including randomness, roughness, fuzziness and non-specificity and then comprehensively discusses a number of key issues in learning with uncertainty, such as uncertainty representation in learning, the influence of uncertainty on the performance of learning system, the heuristic design with uncertainty, etc.

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.
By:   ,
Imprint:   CRC Press
Country of Publication:   United Kingdom
Dimensions:   Height: 234mm,  Width: 156mm, 
Weight:   453g
ISBN:   9780367574178
ISBN 10:   0367574179
Pages:   227
Publication Date:  
Audience:   College/higher education ,  General/trade ,  Primary ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active
Preface 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

Xizhao Wang, Junhai Zhai

See Also

Learning with Uncertainty

Numerical Recipes in FORTRAN 77...

Volume 1, Volume 1 of Fortran Numerical...

William H. Press (Los Alamos National...

Hardback

$145.95 

Not in-store but you can order this

ADD +
Learning with Uncertainty

Probability And Expectation

In Mathematical Olympiad And Competitions...

Zun Shan (Nanjing Normal Univ, China)...

Other merchandise

$50.99 

Not in-store but you can order this

ADD +
Learning with Uncertainty

The Logic of Miracles

Making Sense of Rare, Really Rare,...

Laszlo Mero

Hardback

$56.95 

Not in-store but you can order this

ADD +
Learning with Uncertainty

Statistical Method from the Viewpoint...

Walter A. Shewhart

Paperback

$23.95 

Not in-store but you can order this

ADD +
Learning with Uncertainty

Active Statistics

Stories, Games, Problems, and Hands-on...

Andrew Gelman (Columbia University,...

Paperback

$38.95 

Not in-store but you can order this

ADD +
Learning with Uncertainty

Ten Great Ideas about Chance

Persi Diaconis

Paperback

$32.99 

Not in-store but you can order this

ADD +