Intelligent data engineering and automated learning -- IDEAL 2016 : 17th International Conference, Yangzhou, China, October 12-14, 2016, Proceedings / Hujun Yin, Yang Gao, Bin Li, Daoqiang Zhang, Ming Yang, Yun Li, Frank Klawonn, Antonio J. Tallón-Ballesteros (eds.).
2016
QA76.9.D343
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Title
Intelligent data engineering and automated learning -- IDEAL 2016 : 17th International Conference, Yangzhou, China, October 12-14, 2016, Proceedings / Hujun Yin, Yang Gao, Bin Li, Daoqiang Zhang, Ming Yang, Yun Li, Frank Klawonn, Antonio J. Tallón-Ballesteros (eds.).
ISBN
9783319462578 (electronic book)
3319462571 (electronic book)
9783319462561
3319462571 (electronic book)
9783319462561
Published
Cham, Switzerland : Springer, 2016.
Language
English
Description
1 online resource (xvi, 647 pages) : illustrations.
Other Standard Identifiers
10.1007/978-3-319-46257-8 doi
Call Number
QA76.9.D343
Dewey Decimal Classification
006.3/12
Summary
This book constitutes the refereed proceedings of the 17 International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, held in Yangzhou, China, in October 2016. The 68 full papers presented were carefully reviewed and selected from 115 submissions. They provide a valuable and timely sample of latest research outcomes in data engineering and automated learning ranging from methodologies, frameworks, and techniques to applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis; applications in regression, classification, clustering, medical and biological modeling and predication; text processing and image analysis. .
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 23, 2016).
Added Author
Yin, Hujun, 1962- editor.
Gao, Yang (Software engineer), editor.
Li, Bin, editor.
Zhang, Daoqiang, editor.
Yang, Ming, editor.
Li, Yun, 1984- editor.
Klawonn, F., editor.
Tallón-Ballesteros, Antonio J. editor.
Gao, Yang (Software engineer), editor.
Li, Bin, editor.
Zhang, Daoqiang, editor.
Yang, Ming, editor.
Li, Yun, 1984- editor.
Klawonn, F., editor.
Tallón-Ballesteros, Antonio J. editor.
Series
Lecture notes in computer science ; 9937.
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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Table of Contents
Research outcomes in data engineering and automated learning
Methodologies, frameworks, and techniques
Applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis
Applications in regression, classification, clustering, medical and biological modeling and predication
Text processing and image analysis.
Methodologies, frameworks, and techniques
Applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis
Applications in regression, classification, clustering, medical and biological modeling and predication
Text processing and image analysis.