Computational and Statistical Methods for Analysing Big Data with Applications
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
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.
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