Self-Organizing Maps by Teuvo Kohonen

Self-Organizing Maps Teuvo Kohonen ebook
Publisher: Springer
Page: 260
Format: djvu
ISBN: 3540679219, 9783540679219

This book constitutes the refereed proceedings of the 7th International Workshop on Advances in Self-Organizing Maps, WSOM 2009, held in St. The data that you use to manage your fleet could help you identify outliers or unproductive routes using SOM (self organizing maps) with dimensionality reduction. We may take a live video feed, or several live video feeds, and chop them up into pieces which will be fed into a two dimensional self organizing map for display. Model-based intrusion detection and knowledge discovery are combined to cluster and classify P2P botnet traffic and other malignant network activity by using a Self-Organizing Map (SOM) self-trained on denied Internet firewall log entries. Applications of Self-Organizing Maps ed. By Magnus Johnsson InTeOp | 2012 | ISBN: 9535108627 9789535108627 | 298 pages | PDF | 25 MBThis book is about such applications, i.e. Few software packages relate to self-organization as such, but many do show self-organized behaviour in the context of more specialised topics . The cerebral cortex is arguably the most fascinating structure in all of human physiology. Kohonen's Self Organizing Map (SOM) is an alternative approach to data visualization and analysis of large multidimensional data sets. Introduction; The SOM Learning Algorithm.