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Partially supervised learning [Elektronski vir] : first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15-16, 2011 : revised selected papersPSL 2011 (2011 ; Ulm, Germany)Annotation. 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.Type of material - e-bookPublication and manufacture - Berlin ; New York : Springer, cop. 2012Language - englishISBN - 978-3-642-28258-4; 3-642-28258-XCOBISS.SI-ID - 1544827359
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SpringerLink e-books 2008-2012Celotno besedilo dostopno za uporabnike SpringerLink slovenskega konzorcija neprofitnih institucij
Full text accessible to the users of SpringerLink Slovenian Consortium of Non-Profit Institutions
DOI
Author
PSL 2011
Other authors
Schwenker, Friedhelm |
Trentin, Edmondo
Collection
Lecture notes in computer science. Lecture notes in artificial intelligence
Topics
Machine learning |
Congresses |
Machine learning |
Informatique |
Electronic books |
Conference proceedings
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