| 期刊全稱 | Big Data Analysis: New Algorithms for a New Society | | 影響因子2023 | Nathalie Japkowicz,Jerzy Stefanowski | | 視頻video | http://file.papertrans.cn/186/185585/185585.mp4 | | 發(fā)行地址 | Recent research on Big Data Analysis.Presents new algorithms for a new society.Includes fundamentals, methodological issues as well as algorithms and applications.Includes supplementary material: | | 學(xué)科分類 | Studies in Big Data | | 圖書(shū)封面 |  | | 影響因子 | .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.. | | Pindex | Book 2016 |
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