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Více informací o knize Big Data Analysis: New Algorithms for a New Society

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Anotace knihy

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.§

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Big Data Analysis: New Algorithms for a New Society
• Autor: Nathalie Japkowicz, Jerzy Stefanowski
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 329
• EAN: 9783319269870
• ISBN: 3319269879
• ID: 02823860
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 6387 g
• Rozměry: 235 × 155 × 24 mm
• Datum vydání: 16. December 2015

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