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Partially Supervised Learning - Friedhelm Schwenker
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Partially Supervised Learning: Paperback: Springer-Verlag Berlin and Heidelberg GmbH & Co. K: 9783642282577: 10 Feb 2012: This book constitutes thoroughly refereed revised selected papers from the First IAPR TC3 Workshop on Partially Supervised Learning, PSL 2011, held in Ulm, Germany, in September 2011. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in the book, which also includes 3 invited talks. PSL 2011 dealt with methodological issues as. This book constitutes thoroughly refereed revised selected papers from the First IAPR TC3 Workshop on Partially Supervised Learning, PSL 2011, held in Ulm, Germany, in September 2011. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in the book, which also includes 3 invited talks. PSL 2011 dealt with methodological issues as well as real-world applications of PSL. The main methodological issues were: combination of supervised and unsupervised learning; diffusion learning; semi-supervised classification, regression, and clustering; learning with deep architectures; active learning; PSL with vague, fuzzy, or uncertain teaching signals; learning, or statistical pattern recognition; and PSL in cognitive systems. Applications of PSL included: image and signal processing; multi-modal information processing; sensor/information fusion; human computer interaction; data mining and Web mining; forensic anthropology; and bioinformatics. Algorithms & Data Structures, , , , Partially Supervised Learning, Friedhelm Schwenker, 9783642282577, Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, , , , ,, [PU: Springer, Berlin/Heidelberg/New York, NY]

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Partially Supervised Learning
Autor:

Friedhelm Schwenker

Titel:

Partially Supervised Learning

ISBN-Nummer:

9783642282577

This book constitutes thoroughly refereed revised selected papers from the First IAPR TC3 Workshop on Partially Supervised Learning, PSL 2011, held in Ulm, Germany, in September 2011. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in the book, which also includes 3 invited talks. PSL 2011 dealt with methodological issues as well as real-world applications of PSL. The main methodological issues were: combination of supervised and unsupervised learning; diffusion learning; semi-supervised classification, regression, and clustering; learning with deep architectures; active learning; PSL with vague, fuzzy, or uncertain teaching signals; learning, or statistical pattern recognition; and PSL in cognitive systems. Applications of PSL included: image and signal processing; multi-modal information processing; sensor/information fusion; human computer interaction; data mining and Web mining; forensic anthropology; and bioinformatics.

Detailangaben zum Buch - Partially Supervised Learning


EAN (ISBN-13): 9783642282577
ISBN (ISBN-10): 3642282571
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2011
Herausgeber: Springer-Verlag GmbH
158 Seiten
Gewicht: 0,270 kg
Sprache: Englisch

Buch in der Datenbank seit 02.09.2009 07:37:46
Buch zuletzt gefunden am 16.02.2017 19:38:44
ISBN/EAN: 9783642282577

ISBN - alternative Schreibweisen:
3-642-28257-1, 978-3-642-28257-7

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