عنوان

Advances in self-organizing maps, learning vector quantization, clustering and data visualization :

(Number (ISBN

3030196410

(Number (ISBN

3030196429

(Number (ISBN

3030196437

(Number (ISBN

9783030196417

(Number (ISBN

9783030196424

(Number (ISBN

9783030196431

Erroneous ISBN

9783030196417

Title Proper

Advances in self-organizing maps, learning vector quantization, clustering and data visualization :

General Material Designation

[Book]

Other Title Information

proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019 /

First Statement of Responsibility

editors, Alfredo Vellido, Karina Gibert, Cecilio Angulo and José David Martín Guerrero.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2020]

Date of Publication, Distribution, etc.

©2020

Specific Material Designation and Extent of Item

1 online resource :

Other Physical Details

illustrations.

Series Title

Advances in intelligent systems and computing,

Volume Designation

volume 976

ISSN of Series

2194-5357 ;

Text of Note

Includes bibliographical references and index.

Text of Note

This book gathers papers presented at the 13th International Workshop on Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization (WSOM+), which was held in Barcelona, Spain, from the 26th to the 28th of June 2019. Since being founded in 1997, the conference has showcased the state of the art in unsupervised machine learning methods related to the successful and widely used self-organizing map (SOM) method, and extending its scope to clustering and data visualization. In this installment of the AISC series, the reader will find theoretical research on SOM, LVQ and related methods, as well as numerous applications to problems in fields ranging from business and engineering to the life sciences. Given the scope of its coverage, the book will be of interest to machine learning researchers and practitioners in general and, more specifically, to those looking for the latest developments in unsupervised learning and data visualization.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030196424

International Standard Book Number

9783030196417

International Standard Book Number

9783030196431

Parallel Title

WSOM+ 2019

Neural networks (Computer science), Congresses.

Self-organizing maps, Congresses.

Self-organizing systems, Congresses.

COMPUTERS / General.

Neural networks (Computer science)

Self-organizing maps.

Self-organizing systems.

COM-- 000000

UYQ

UYQ

Number

Edition

Class number

Angulo, Cecilio

Gibert, Karina

Martín Guerrero, José David

Vellido, Alfredo

Workshop on Self-Organizing Maps(13th :2019 :, Barcelona, Spain)

Date of Transaction

20200823090941.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y