Overview
- Up-to-date results
- Fast-track conference proceedings
- State-of-the-art research
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7081)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: PSL 2011.
Buy print copy
About this book
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.
Similar content being viewed by others
Keywords
Table of contents (17 papers)
-
Front Matter
-
Algorithms
-
Applications
-
Back Matter
Other volumes
-
Partially Supervised Learning
Bibliographic Information
Book Title: Partially Supervised Learning
Book Subtitle: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers
Editors: Friedhelm Schwenker, Edmondo Trentin
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-28258-4
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Berlin Heidelberg 2012
Softcover ISBN: 978-3-642-28257-7Published: 14 February 2012
eBook ISBN: 978-3-642-28258-4Published: 09 February 2012
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 159
Topics: Artificial Intelligence, Pattern Recognition, Image Processing and Computer Vision, Information Systems Applications (incl. Internet), Computational Biology/Bioinformatics, Algorithm Analysis and Problem Complexity