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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 - nuovo livro

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 - nuovo livro

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… mais…

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Partially Supervised Learning
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Partially Supervised Learning - nuovo livro

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… mais…

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Partially Supervised Learning - Schwenker, Friedhelm|Trentin, Edmondo
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Schwenker, Friedhelm|Trentin, Edmondo:
Partially Supervised Learning - Livro de bolso

2012, ISBN: 3642282571

[EAN: 9783642282577], Neubuch, [PU: Springer Berlin Heidelberg], ALGORITHMUS BILDBEARBEITUNG BILDVERARBEITUNG GRAFIK (EDV) BIOINFORMATIK INFORMATIK INFORMATIONSSYSTEM INTELLIGENZ KüNSTLI… mais…

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Partially Supervised Learning - Friedhelm Schwenker; Edmondo Trentin
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Friedhelm Schwenker; Edmondo Trentin:
Partially Supervised Learning - Livro de bolso

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
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3642282571


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.

Dados detalhados do livro - Partially Supervised Learning


EAN (ISBN-13): 9783642282577
ISBN (ISBN-10): 3642282571
Livro de capa dura
Livro de bolso
Ano de publicação: 2011
Editor/Editora: Springer Berlin
158 Páginas
Peso: 0,270 kg
Língua: Englisch

Livro na base de dados desde 2009-09-02T02:37:46-03:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2024-01-20T14:30:11-03:00 (Sao Paulo)
Número ISBN/EAN: 3642282571

Número ISBN - Ortografia alternativa:
3-642-28257-1, 978-3-642-28257-7
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: schwenk, schwenke, edmond
Título do livro: super learning, ulm germany, papers

Dados da editora

Autor: Friedhelm Schwenker; Edmondo Trentin
Título: 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
Editora: Springer; Springer Berlin
159 Páginas
Ano de publicação: 2012-02-14
Berlin; Heidelberg; DE
Impresso / Feito em
Língua: Inglês
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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