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Partially Supervised Learning

Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers

Language EnglishEnglish
Book Paperback
Book Partially Supervised Learning Zhi-Hua Zhou
Libristo code: 02016962
Publishers Springer, Berlin, November 2012
This book constitutes the thoroughly refereed revised selected papers from the Second IAPR Internati... Full description
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This book constitutes the thoroughly refereed revised selected papers from the Second IAPR International Workshop, PSL 2013, held in Nanjing, China, in May 2013. The 10 papers included in this volume were carefully reviewed and selected from 26 submissions. Partially supervised learning is a rapidly evolving area of machine learning. It generalizes many kinds of learning paradigms including supervised and unsupervised learning, semi-supervised learning for classification and regression, transductive learning, semi-supervised clustering, multi-instance learning, weak label learning, policy learning in partially observable environments, etc.

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About the book

Full name Partially Supervised Learning
Author Zhi-Hua Zhou, Friedhelm Schwenker
Language English
Binding Book - Paperback
Date of issue 2013
Number of pages 117
EAN 9783642407048
ISBN 3642407048
Libristo code 02016962
Publishers Springer, Berlin
Weight 207
Dimensions 154 x 11 x 236

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Computing & Information Technology > Databases > Data mining
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