Read e-book online Advances in Self-Organizing Maps and Learning Vector PDF

By Erzsébet Merényi,Michael J. Mendenhall,Patrick O'Driscoll

This booklet comprises the articles from the foreign convention eleventh Workshop on Self-Organizing Maps 2016 (WSOM 2016), held at Rice collage in Houston, Texas, 6-8 January 2016. WSOM is a biennial overseas convention sequence beginning with WSOM'97 in Helsinki, Finland, below the guidance and path of Professor Tuevo Kohonen (Emeritus Professor, Academy of Finland). WSOM brings jointly the cutting-edge idea and applications in aggressive studying Neural Networks: SOMs, LVQs and comparable paradigms of unsupervised and supervised vector quantization.
The present complaints current the specialist physique of data of ninety three authors from 15 international locations in 31 peer reviewed contributions. It contains papers and abstracts from the WSOM 2016 invited audio system representing top researchers in the theory and real-world purposes of Self-Organizing Maps and studying Vector Quantization: Professor Marie Cottrell (Universite Paris 1 Pantheon Sorbonne, France), Professor Pablo Estevez (University of Chile and Millennium Instituteof Astrophysics, Chile), and Professor Risto Miikkulainen (University of Texas at Austin, USA). The ebook contains a various set of theoretical works on Self-Organizing Maps, Neural gasoline, studying Vector Quantization and similar topics, and an exceptional number of functions to facts visualization, clustering, type, language processing, robot regulate, making plans, and to the research of astronomical facts, mind photos, medical info, time sequence, and agricultural data.

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Advances in Self-Organizing Maps and Learning Vector Quantization: Proceedings of the 11th International Workshop WSOM 2016, Houston, Texas, USA, January ... in Intelligent Systems and Computing) by Erzsébet Merényi,Michael J. Mendenhall,Patrick O'Driscoll


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