
Partially Supervised Learning
First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers
Springer (Publisher)
1st Edition
Published on 14. February 2012
Book
Paperback/Softback
X, 159 pages
978-3-642-28257-7 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
X, 159 p.
Dimensions
Height: 23.5 cm
Width: 15.5 cm
Weight
262 gr
ISBN-13
978-3-642-28257-7 (9783642282577)
DOI
10.1007/978-3-642-28258-4
Schweitzer Classification
Other editions
Additional editions

Friedhelm Schwenker | Edmondo Trentin
Partially Supervised Learning
First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers
E-Book
02/2012
Springer
€53.49
Available for download