Author: Teuvo Kohonen
Edition: 3rd
Binding: Paperback
ISBN: 3540679219
Publisher: Springer
Features:
Edition: 3rd
Binding: Paperback
ISBN: 3540679219
Publisher: Springer
Features:
Self-Organizing Maps
The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. Search and download computer ebooks Self-Organizing Maps for free.
Categories: Neural networks (Computer science), Self-organizing maps. Contributors: Teuvo Kohonen - Author. Format: Paperback. Download Self-Organizing Maps computer ebooks
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
Advances in Self-Organizing Maps
Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10000 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
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
Categories: Neural networks (Computer science), Self-organizing maps. Contributors: Teuvo Kohonen - Author. Format: Paperback
Categories: Neural networks (Computer science), Self-organizing maps. Contributors: Teuvo Kohonen - Author. Format: Paperback
Categories: Neural networks (Computer science), Self-organizing maps, Neural networks (Computer science. Contributors: Teuvo Kohonen - Author. Format: Paperback
Self-Organizing Maps Free
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
bout 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
