Intelligent Data Engineering and Automated Learning – IDEAL 2017 - 18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings
by Springer International Publishing
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Description
This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.
The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.
The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.
Further information
Illustrations Note:
XVI, 609 p. 198 illus.
Table of Contents:
Applied computing.- Artificial intelligence.- Bioinformatics.- Computing methodologies.- Data management systems.- Data mining.- Deep learning.- Information retrieval.- Health informatics.- Human computer interaction.- Machine learning.- Neural informatics.- Neural networks.- Neural systems.- Web applications.- Web mining.
Editor:
Yin, Hujun;Yin
Gao, Yang;Gao
Chen, Songcan;Chen
Wen, Yimin;Wen
Cai, Guoyong;Cai
Gu, Tianlong;Gu
Du, Junping;Du
Tallón-Ballesteros, Antonio J.;Tallón-Ballesteros
Zhang, Minling;Zhang
Remarks:
Includes supplementary material: sn.pub/extras
Media Type:
Softcover
Publisher:
Springer International Publishing
Language:
English
Edition:
1st ed. 2017
Number of Pages:
609
Master Data
Product Type:
Paperback book
Release date:
November 10, 2017
Package Dimensions:
0.235 x 0.155 x 0.036 m; 0.972 kg
GTIN:
09783319689340
DUIN:
LSAT3CMKUDI
$91.26