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Partially Supervised Learning First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers - Schwenker, Friedhelm (Herausgeber); Trentin, Edmondo (Herausgeber)
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Schwenker, Friedhelm (Herausgeber); Trentin, Edmondo (Herausgeber):

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

2012, 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

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… Plus…

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Partially Supervised Learning
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Partially Supervised Learning - nouveau livre

2011

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… Plus…

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Partially Supervised Learning - Schwenker, Friedhelm|Trentin, Edmondo
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Schwenker, Friedhelm|Trentin, Edmondo:
Partially Supervised Learning - Livres de poche

2012, ISBN: 3642282571

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Partially Supervised Learning - Friedhelm Schwenker; Edmondo Trentin
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Friedhelm Schwenker; Edmondo Trentin:
Partially Supervised Learning - Livres de poche

2012, ISBN: 9783642282577

First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers, Buch, Softcover, 2012, [PU: Springer Berlin], Springer Berlin, 2012

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Partially Supervised Learning
Auteur:
Titre:
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 Berlin
158 Pages
Poids: 0,270 kg
Langue: Englisch

Livre dans la base de données depuis 2009-09-02T07:37:46+02:00 (Paris)
Page de détail modifiée en dernier sur 2024-01-20T18:30:11+01:00 (Paris)
ISBN/EAN: 9783642282577

ISBN - Autres types d'écriture:
3-642-28257-1, 978-3-642-28257-7
Autres types d'écriture et termes associés:
Auteur du livre: schwenk, schwenke, edmond
Titre du livre: super learning, ulm germany, papers

Données de l'éditeur

Auteur: Friedhelm Schwenker; Edmondo Trentin
Titre: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Partially Supervised Learning - First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers
Editeur: Springer; Springer Berlin
159 Pages
Date de parution: 2012-02-14
Berlin; Heidelberg; DE
Imprimé / Fabriqué en
Langue: Anglais
53,49 € (DE)
54,99 € (AT)
67,13 CHF (CH)
POD
X, 159 p.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Informatik; Web application; higher education; neural networks; pattern recognition; self organizing maps; algorithm analysis and problem complexity; Artificial Intelligence; Automated Pattern Recognition; Computer Vision; Computer and Information Systems Applications; Computational and Systems Biology; Algorithms; Mustererkennung; Maschinelles Sehen, Bildverstehen; Angewandte Informatik; DV-gestützte Biologie/Bioinformatik; Algorithmen und Datenstrukturen; EA

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.
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