Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	November 2010
Genre:	EDV / Informatik
	angewandte informatik / Application software / Artificial Intelligence / C / Computer and Information Systems Applications / Computer Applications / Computer Graphics / computer science / Data Warehousing / Database Management / database programming / Databases / Datenbanken / Grafikprogrammierung / Graphics programming / Information Retrieval / Information Storage and Retrieval / Information technology# general issues / Informationsrückgewinnung, Information Retrieval / Künstliche Intelligenz / Multimedia Information Systems mehr...
ISBN:	9781441943538
EAN-Code:	9781441943538
Verlag:	Springer EN
Einband:	Kartoniert
Sprache:	English
Serie:	#30 - Multimedia Systems and Applications
Dimensionen:	H 235 mm / B 155 mm / D
Gewicht:	456 gr
Seiten:	277
Illustration:	XVI, 277 p. 20 illus., schwarz-weiss Illustrationen
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data items. This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).