Partially Supervised Learning : Second Iapr International Workshop, Psl 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers

Zhou, Zhi-Hua (EDT); Schwenker, Friedhelm (EDT)

ISBN 10: 3642407048 / ISBN 13: 9783642407048

Published by Springer, 2013

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Bibliographic Details

• Title: Partially Supervised Learning : Second Iapr International Workshop, Psl 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers
• Publisher: Springer
• Publication Date: 2013
• Language: English
• ISBN 10: 3642407048
• ISBN 13: 9783642407048
• Binding: Soft cover
• Condition: As New

About this title

Synopsis

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.