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Big Data Analysis: New Algorithms for a New Society

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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

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Availability

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Detail Information

Series Title

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Call Number

620

Publisher

Cham : Springer Cham., 2015

Collation

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Language

English

ISBN/ISSN

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Classification

620

Content Type

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Media Type

computer

Carrier Type

online resource

Edition

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Subject(s)

Engineering

Specific Detail Info

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Statement of Responsibility

Nathalie Japkowicz, Jerzy Stefanowski

Other Information

Cataloger

ratna

Source

https://link.springer.com/book/10.1007/978-3-319-26989-4

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