Automated Machine Learning Methods, Systems, Challenges

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Hutter, Frank, Kotthoff, Lars, Vanschoren, Joaquin
Format:	E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer Nature 2019 Springer International Publishing AG
Ausgabe:	1
Schriftenreihe:	The Springer Series on Challenges in Machine Learning
Schlagworte:	Artificial intelligence Computer science Computer Technology Computing and Information Technology Image processing Nonfiction Optical data processing Pattern recognition
ISBN:	3030053172, 9783030053178, 3030053180, 9783030053185
Online-Zugang:	Volltext
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