Advances in Self-Organizing Maps and Learning Vector by Erzsébet Merényi,Michael J. Mendenhall,Patrick O'Driscoll

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 college in Houston, Texas, 6-8 January 2016. WSOM is a biennial overseas convention sequence beginning with WSOM'97 in Helsinki, Finland, lower than the guidance and path of Professor Tuevo Kohonen (Emeritus Professor, Academy of Finland). WSOM brings jointly the state of the art concept and applications in aggressive studying Neural Networks: SOMs, LVQs and comparable paradigms of unsupervised and supervised vector quantization.
The present complaints current the professional physique of information of ninety three authors from 15 international locations in 31 peer reviewed contributions. It comprises papers and abstracts from the WSOM 2016 invited audio system representing top researchers in the theory and real-world functions 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 includes a various set of theoretical works on Self-Organizing Maps, Neural gasoline, studying Vector Quantization and similar topics, and a great number of functions to facts visualization, clustering, class, language processing, robot regulate, making plans, and to the research of astronomical facts, mind photographs, medical facts, time sequence, and agricultural data.

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