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Pijush Samui

Data Driven Models


2011. 92 S.
Verlag/Jahr: VDM VERLAG DR. MÜLLER 2011
ISBN: 3-639-35926-7 (3639359267)
Neue ISBN: 978-3-639-35926-8 (9783639359268)

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The rapid advance in information processing systems in recent decades directed engineering research towards the development of data driven models that can model natural phenomena automatically. This book describes the different types of data driven model (Artificial Neural Network, Support Vector Machine, Relevance Vector Machine, Least Square Support Vector Machine, Multivariate Adaptive Regression Spline, Genetic Programming, etc.)
Dr. Pijush Samui is an associate professor at CDMM in VIT University, Vellore, India. He has published 52 technical papers in journals, 25 technical papers in conferences. He is a Fellow of the International Congress of Disaster Management and Earth Science India.