عنوان

Intelligent data engineering and automated learning -- IDEAL 2018 :

(Number (ISBN

3030034925

(Number (ISBN

3030034933

(Number (ISBN

3030034941

(Number (ISBN

9783030034924

(Number (ISBN

9783030034931

(Number (ISBN

9783030034948

Erroneous ISBN

9783030034924

Title Proper

Intelligent data engineering and automated learning -- IDEAL 2018 :

General Material Designation

[Book]

Other Title Information

19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings.

First Statement of Responsibility

Hujun Yin, David Camacho, Paulo Novais, Antonio J. Tallón-Ballesteros (eds.).

Volume Designation

Part I /

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2018.

Specific Material Designation and Extent of Item

1 online resource (xxvi, 865 pages) :

Other Physical Details

illustrations (some color)

Series Title

Lecture notes in computer science ;

Series Title

LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI

Volume Designation

11314

Text of Note

Includes author index.

Text of Note

International conference proceedings.

Text of Note

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.

0

Text of Note

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.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030034931

International Standard Book Number

9783030034924

International Standard Book Number

9783030034948

Parallel Title

IDEAL 2018

Artificial intelligence, Congresses.

Data mining, Congresses.

Artificial intelligence.

Computer science.

Computer vision.

Computers-- Computer Science.

Computers-- Computer Vision & Pattern Recognition.

Computers-- Database Management-- Data Mining.

Data mining.

Data mining.

Program concepts-- learning to program.

COM021030

UNF

UNF

UYQE

Number

Edition

Class number

Camacho, David

Novais, Paulo

Tallón-Ballesteros, Antonio J.

Yin, Hujun,1962-

IDEAL (Conference)(19th :2018 :, Madrid, Spain)

Date of Transaction

20200823075453.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y