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Intelligent data engineering and aut...

Jackowski, Konrad.

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Intelligent data engineering and automated learning - IDEAL 2015 = 16th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent data engineering and automated learning - IDEAL 2015/ edited by Konrad Jackowski ... [et al.].
其他題名:	16th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings /
其他題名:	IDEAL 2015
其他作者:	Jackowski, Konrad.
出版者:	Cham :Springer International Publishing : : 2015.,
面頁冊數:	xx, 560 p. :ill., digital ;24 cm.
內容註:	Evolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering -- Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems.
Contained By:	Springer eBooks
標題:	Data mining -
電子資源:	http://dx.doi.org/10.1007/978-3-319-24834-9
ISBN:	9783319248349

Intelligent data engineering and automated learning - IDEAL 2015 = 16th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings /
Intelligent data engineering and automated learning - IDEAL 201516th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings /[electronic resource] :IDEAL 2015edited by Konrad Jackowski ... [et al.]. - Cham :Springer International Publishing :2015. - xx, 560 p. :ill., digital ;24 cm. - Lecture notes in computer science,93750302-9743 ;. - Lecture notes in computer science ;5353..

Evolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering -- Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems.

This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Breslau, in October 2015. The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.

ISBN: 9783319248349

Standard No.: 10.1007/978-3-319-24834-9doiSubjects--Topical Terms:

744342
Data mining

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Intelligent data engineering and automated learning - IDEAL 2015 = 16th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings /
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