عنوان

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

3030196410

3030196429

3030196437

9783030196417

9783030196424

9783030196431

9783030196417

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

[Book]

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

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

Cham, Switzerland :

Springer,

[2020]

©2020

1 online resource :

illustrations.

Advances in intelligent systems and computing,

volume 976

2194-5357 ;

Includes bibliographical references and index.

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.

Springer Nature

com.springer.onix.9783030196424

9783030196417

9783030196431

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

Angulo, Cecilio

Gibert, Karina

Martín Guerrero, José David

Vellido, Alfredo

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

20200823090941.0

pn

[Book]

Y