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Big Data Analysis: New Algorithms for a New Society

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Description

This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges.
Release date Australia
March 27th, 2019
Contributors
  • Edited by Jerzy Stefanowski
  • Edited by Nathalie Japkowicz
Pages
329
Edition
Softcover reprint of the original 1st ed. 2016
Audience
  • Professional & Vocational
Illustrations
35 Illustrations, color; 28 Illustrations, black and white; XII, 329 p. 63 illus., 35 illus. in color.
ISBN-13
9783319800530
Product ID
29015020

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