Articles liés à Self-Organizing Maps
Synopsis
The Self-Organising Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technologies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a manner which is accessible without prior expert knowledge.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in the open literature, and many industrial projects use the SOM as a tool for solving hard real world problems. Many fields of science have adopted the SOM as a standard analytical tool: statistics, signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. This new edition includes a survey of over 2000 contemporary studies to cover the newest results. Case examples are provided with detailed formulae, illustrations, and tables. Further, a new chapter on software tools for SOM has been included whilst other chapters have been extended and reorganised.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
Résultats de recherche pour Self-Organizing Maps
Image d'archives
Self-Organizing Maps (Springer Series in Information Sciences)
Edité par
Springer, 1995
ISBN 10 : 3540586008
ISBN 13 : 9783540586005
Ancien ou d'occasion
Couverture rigide
Vendeur : Once Upon A Time Books, Siloam Springs, AR, Etats-Unis
Évaluation du vendeur 4 sur 5 étoiles
hardcover. Etat : Good. This is a used book in good condition and may show some signs of use or wear . N° de réf. du vendeur mon0003533802
Acheter D'occasion
EUR 55,13
Expédition à EUR 3,41
Expédition nationale : Etats-Unis
Expédition nationale : Etats-Unis
Quantité disponible : 1 disponible(s)
Image fournie par le vendeur
Self-Organizing Maps (Springer Series in Information Sciences)
Edité par
Springer, 1995
ISBN 10 : 3540586008
ISBN 13 : 9783540586005
Ancien ou d'occasion
Couverture rigide
Vendeur : Solr Books, Lincolnwood, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : very_good. This book is in Very good condition. There may be a few flaws like shelf wear and some light wear. N° de réf. du vendeur BCV.3540586008.VG
Acheter D'occasion
EUR 58,70
Expédition à EUR 6,90
Expédition nationale : Etats-Unis
Expédition nationale : Etats-Unis
Quantité disponible : 1 disponible(s)