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Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers - Friedhelm Schwenker, Edmondo Trentin
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Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers - Livres de poche

2011, ISBN: 3642282571

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Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers - nouveau livre

2011, ISBN: 9783642282577

ID: 978364228257

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. Books, Computers, Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers Books>Computers, Springer Berlin Heidelberg

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Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers (Lecture Notes in . / Lecture Notes in Artificial Intelligence) - Schwenker, Friedhelm [Editor]; Trentin, Edmondo [Editor];
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Détails sur le livre
Partially Supervised Learning
Auteur:

Friedhelm Schwenker

Titre:

Partially Supervised Learning

ISBN:

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.

Informations détaillées sur le livre - Partially Supervised Learning


EAN (ISBN-13): 9783642282577
ISBN (ISBN-10): 3642282571
Version reliée
Livre de poche
Date de parution: 2011
Editeur: Springer-Verlag GmbH
158 Pages
Poids: 0,270 kg
Langue: Englisch

Livre dans la base de données depuis 02.09.2009 07:37:46
Livre trouvé récemment le 13.11.2016 17:14:00
ISBN/EAN: 9783642282577

ISBN - Autres types d'écriture:
3-642-28257-1, 978-3-642-28257-7

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