Big Data Analytics (PDF)
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This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use Big Data such as management and finance; medicine and healthcare; genome, cytome and microbiome; graphs and networks; Internet of Things; Big Data standards; bench-marking of systems; and others. In addition to different applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modelling of high-dimensional data are also covered. The varied collection of themes in this volume introduces the reader to the richness of the emerging field of Big Data Analytics.
B.L.S. PRAKASA RAO is the Ramanujan Chair Professor at the C.R. Rao Advanced Institute of Mathematics, Statistics and Computer Science, Hyderabad, India. Formerly, he was director at the Indian Statistical Institute, Kolkata, and the Homi Bhabha Chair Professor at the University of Hyderabad. He is a Bhatnagar awardee from the Government of India, Fellow of all the three science academies in India, fellow of Institute of Mathematical Statistics, U.S.A., and a recipient of the national award in statistics in memory of P.V. Sukhatme from the Government of India. He has also received the Outstanding Alumni award from Michigan State University. With over 240 papers published in several national and international journals of repute, Professor Prakasa Rao is the author or editor of 13 books, and member of the editorial boards of several national and international journals. He was, most recently, the editor-in-chief for journals-Sankhya A and Sankhya B. His research interests include asymptotic theory of statistical inference, limit theorems in probability theory and inference for stochastic processes.
S.B. RAO was formerly director of the Indian Statistical
- 2016, 1st ed. 2016, 276 Seiten, Englisch
- Herausgegeben: Saumyadipta Pyne, B. L. S. Prakasa Rao, S. B. Rao
- Verlag: Springer-Verlag GmbH
- ISBN-10: 8132236289
- ISBN-13: 9788132236283
- Erscheinungsdatum: 12.10.2016
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- Grösse: 7.40 MB
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