عنوان

Advances in Self-Organizing Maps :

شابک

3642352308

شابک

9783642352300

شماره

b567687

عنوان اصلي

Advances in Self-Organizing Maps :

نام عام مواد

[Book]

ساير اطلاعات عنواني

9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings

نام نخستين پديدآور

edited by Pablo A. Estévez, José C. Príncipe, Pablo Zegers.

محل نشرو پخش و غیره

Berlin, Heidelberg

نام ناشر، پخش کننده و غيره

Springer Berlin Heidelberg

تاریخ نشرو بخش و غیره

2013

نام خاص و کميت اثر

1 ressource en ligne (XIV, 364 p.)

عنوان فروست

Advances in Intelligent Systems and Computing, 198.

متن يادداشت

Nonlinear Analysis and Time Series --; Text Mining and Language Processing --; Applications of Data Mining and Analysis.

متن يادداشت

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.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Engineering.

موضوع مستند نشده

Physics.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

edited by Pablo A. Estévez, José C. Príncipe, Pablo Zegers.

مستند نام اشخاص تاييد نشده

José C Príncipe

مستند نام اشخاص تاييد نشده

Pablo A Estévez

مستند نام اشخاص تاييد نشده

Pablo Zegers

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y