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Machine Learning and Cybernetics

13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings

Xizhao Wang, Witold Pedrycz, Patrick Chan, Qiang He (Herausgeber)

Buch | Softcover

XIV, 462 Seiten

2014 | 2014
Springer Berlin (Verlag)
978-3-662-45651-4 (ISBN)

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This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were carefully reviewed and selected from 421 submissions. The papers are organized in topical sections on classification and semi-supervised learning; clustering and kernel; application to recognition; sampling and big data; application to detection; decision tree learning; learning and adaptation; similarity and decision making; learning with uncertainty; improved learning algorithms and applications.

Classification and semi-supervised learning;.- Clustering and kernel.-Application to recognition.- Sampling and big data.- Application to detection.- Decision tree learning; learning and adaptation.- Similarity and decision making.- Learning with uncertainty.- Improved learning algorithms and applications.

Erscheint lt. Verlag	17.12.2014
Reihe/Serie	Communications in Computer and Information Science
Zusatzinfo	XIV, 462 p. 160 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	724 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithm analysis and problem complexity • Classifier • Decision Making • Kernel Methods • machine learning applications • machine learning theory • reinforcement methods • structured prediction • Support Vector Machines
ISBN-10	3-662-45651-6 / 3662456516
ISBN-13	978-3-662-45651-4 / 9783662456514
Zustand	Neuware