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

Partially Supervised Learning : Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers - Lecture Notes in Computer Science

2013

Paperback (30 Oct 2013)

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Publisher's 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.

Book information

ISBN: 9783642407048
Publisher: Springer Berlin Heidelberg
Imprint: Springer
Pub date:
Edition: 2013
DEWEY: 006.31
DEWEY edition: 23
Language: English
Number of pages: 117
Weight: 207g
Height: 235mm
Width: 155mm
Spine width: 7mm