Computational and Statistical Methods for Analysing Big Data with Applications

Computational and Statistical Methods for Analysing Big Data with Applications

Computational and Statistical Methods for Analysing Big Data with Applications provides readers with a comprehensive discussion on developing and implementing advanced statistical and computational methodologies for high-impact areas where big data is collected, including: computer vision, geosciences, commerce, healthcare, and transportation. Topics covered include machine learning, spatial statistics, design of experiments, and healthcare.

The book includes many examples using MATLAB and Signal Processing Toolbox.

About This Book

Shen Liu, Queensland University of Technology
James Mcgree, Queensland University of Technology
Zongyuan Ge, Queensland University of Technology
Yang Xie, Queensland University of Technology

Academic Press, 2016

ISBN: 978-0-12-803732-4
Language: English

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