Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers

Gespeichert in:

Personen und Körperschaften:	Schwenker, Friedhelm (VerfasserIn), Trentin, Edmondo (Sonstige)
Titel:	Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers/ edited by Friedhelm Schwenker, Edmondo Trentin
Format:	E-Book Konferenzbericht
Sprache:	Englisch
veröffentlicht:	Berlin, Heidelberg Springer Berlin Heidelberg 2012
Gesamtaufnahme:	SpringerLink Lecture notes in computer science ; 7081
Schlagwörter:	Computer science Computer software Optical pattern recognition Computer Science Artificial intelligence Computer vision Bioinformatics Application software. Pattern recognition systems. Algorithms. Paperback / softback Research Web application higher education neural networks pattern recognition self organizing maps Konferenzschrift > 2011 > Ulm
Buchausg. u.d.T.:	Partially supervised learning, Berlin : Springer, 2012, X, 158 S.
Quelle:	Verbunddaten SWB
Zugangsinformationen:	Elektronischer Volltext - Campuslizenz

Details
Zusammenfassung:	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.
Beschreibung:	Literaturangaben
Umfang:	Online-Ressource (X, 159p. 39 illus, digital)
ISBN:	9783642282584
DOI:	10.1007/978-3-642-28258-4