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

This e-book comprises the articles from the overseas 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 foreign convention sequence beginning with WSOM'97 in Helsinki, Finland, below the guidance and course of Professor Tuevo Kohonen (Emeritus Professor, Academy of Finland). WSOM brings jointly the state of the art conception and applications in aggressive studying Neural Networks: SOMs, LVQs and similar paradigms of unsupervised and supervised vector quantization.
The present court cases current the professional physique of data 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 best 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 booklet contains a various set of theoretical works on Self-Organizing Maps, Neural gasoline, studying Vector Quantization and comparable topics, and an outstanding number of functions to information visualization, clustering, type, language processing, robot keep an eye on, making plans, and to the research of astronomical info, mind photos, medical facts, 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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