Advances in self-organizing maps : 9th international workshop ; WSOM 2012 Santiago, Chile, December 12-14, 2012 ; proceedings ;

Advances in self-organizing maps 9th international workshop ; WSOM 2012 Santiago, Chile, December 12-14, 2012 ; proceedings ;

"Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and sci...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Körperschaften: Universidad de Chile Departamento de Ingeniería Eléctrica (BerichterstatterIn), WSOM (BerichterstatterIn)
Weitere Verfasser: Estévez, Pablo A. (HerausgeberIn), Príncipe, José C. (BerichterstatterIn), Zegers, Pablo (HerausgeberIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Berlin, Heidelberg Springer 2013
Schriftenreihe:Advances in intelligent systems and computing 198
Schlagworte:
Neural networks (Computer science) > Self-organizing maps > Self-organizing systems > Konferenzschrift > Selbstorganisierende Karte
Online Zugang:Inhaltsverzeichnis
Inhaltstext
Cover
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:"Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, and other fields. This book contains refereed papers presented at the 9th Workshop on Self-Organizing Maps (WSOM 2012) held at the Universidad de Chile, Santiago, Chile, on December 12-14, 2012. The workshop brought together researchers and practitioners in the field of self-organizing systems. Among the book chapters there are excellent examples of the use of SOMs in agriculture, computer science, data visualization, health systems, economics, engineering, social sciences, text and image analysis, and time series analysis. Other chapters present the latest theoretical work on SOMs as well as Learning Vector Quantization (LVQ) methods."--Back cover blurb
Beschreibung:Organized by the Department of Electrical Engineering, University of Chile
Literaturangaben
Beschreibung:XIV, 364 S
Ill., graph. Darst
24 cm
ISBN:3642352294
3-642-35229-4
9783642352294
978-3-642-35229-4