大葉大學圖書館 |

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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.312
書名/作者:	Intelligent data engineering and automated learning - IDEAL 2015 : 16th International Conference Wroclaw, Poland, October 14-16, 2015 : proceedings // edited by Konrad Jackowski ... [et al.].
其他題名:	IDEAL 2015
其他作者:	Jackowski, Konrad.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2015.
面頁冊數:	xx, 560 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Data mining
標題:	Computer science.
標題:	Computers.
標題:	Algorithms
標題:	Data mining.
標題:	Information storage and retrieval.
標題:	Artificial intelligence.
標題:	Pattern perception.
標題:	Data Mining and Knowledge Discovery.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Algorithm Analysis and Problem Complexity.
標題:	Information Storage and Retrieval.
標題:	Computation by Abstract Devices.
ISBN:	9783319248349
ISBN:	9783319248332
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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-24834-9

Intelligent data engineering and automated learning - IDEAL 2015[electronic resource] :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 ;7103..

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:

174259
Data mining

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

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