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

Zhi-Hua Zhou, Friedhelm Schwenker

ISBN 10: 3642407048 / ISBN 13: 9783642407048

Verlag: Springer 2013-10-30, 2013

Beschreibung

Bestandsnummer des Verkäufers 6666-IUK-9783642407048

Bibliografische Details

• Titel: Partially Supervised Learning: Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013, Revised Selected Papers (Lecture Notes in Computer Science)
• Verlag: Springer 2013-10-30
• Erscheinungsjahr: 2013
• Sprache: Englisch
• ISBN-10: 3642407048
• ISBN-13: 9783642407048
• Einband: Paperback
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.