Partially Supervised Learning : Revised Selected Papers download book
Partially Supervised Learning : Revised Selected Papers download book
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Author: Friedhelm Schwenker
Page Count: 170 pages
Published Date: 10 Apr 2012
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642282577
File size: 22 Mb
File Name: partially.supervised.learning.revised.selected.papers.pdf
Download Link: partially supervised learning revised selected papers
---------------------------------------------------------------
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.
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Partially Supervised Learning : Revised Selected Papers. Friedhelm Schwenker
Author: Friedhelm Schwenker
Page Count: 170 pages
Published Date: 10 Apr 2012
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642282577
File size: 22 Mb
File Name: partially.supervised.learning.revised.selected.papers.pdf
Download Link: partially supervised learning revised selected papers
---------------------------------------------------------------
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.
Read online Partially Supervised Learning : Revised Selected Papers Buy and read online Partially Supervised Learning : Revised Selected Papers Download and read Partially Supervised Learning : Revised Selected Papers for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Partially Supervised Learning : Revised Selected Papers
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