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Intelligent data engineering and aut...

(1998 :)

Intelligent data engineering and automated learning - IDEAL 201819th International Conference, Madrid, Spain, November 21-23, 2018 : proceedings.Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent data engineering and automated learning - IDEAL 2018edited by Hujun Yin ... [et al.].
其他題名:	19th International Conference, Madrid, Spain, November 21-23, 2018 : proceedings.
其他題名:	IDEAL 2018
其他作者:	Yin, Hujun.
團體作者:
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xxvi, 865 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Data miningCongresses.
電子資源:	https://doi.org/10.1007/978-3-030-03493-1
ISBN:	9783030034931$q(electronic bk.)

Intelligent data engineering and automated learning - IDEAL 201819th International Conference, Madrid, Spain, November 21-23, 2018 : proceedings.Part I /
Intelligent data engineering and automated learning - IDEAL 201819th International Conference, Madrid, Spain, November 21-23, 2018 : proceedings.Part I /[electronic resource] :IDEAL 2018edited by Hujun Yin ... [et al.]. - Cham :Springer International Publishing :2018. - xxvi, 865 p. :ill., digital ;24 cm. - Lecture notes in computer science,113140302-9743 ;. - Lecture notes in computer science ;4891..

Intelligent data analysis -- data mining and their associated learning systems and paradigms -- big data challenges -- machine learning, data mining, information retrieval and management -- bio- and neuro-informatics -- bio-inspired models including neural networks, evolutionary computation and swarm intelligence -- agents and hybrid intelligent systems, and real-world applications of intelligent techniques -- evolutionary algorithms -- deep learning neural networks -- probabilistic modeling -- 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.

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances 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.

ISBN: 9783030034931$q(electronic bk.)

Standard No.: 10.1007/978-3-030-03493-1doiSubjects--Topical Terms:

380776
Data mining
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

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