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Kniha Advances in Big Data Analytics Yong Shi

Advances in Big Data Analytics

Theory, Algorithms and Practices

Autor: Yong Shi
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
169.33 €
Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and...

Informácie o knihe

Autor
Yong Shi
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2023
Stránok
728
EAN
9789811636097
Enbook ID
42569369
Vydavateľ
Springer, Berlin
Hmotnosť
1024
Rozmery
155 x 235

Kompletný popis

Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and cutting-edge study on big data analytics, based on the research findings and applications developed by the author and his colleagues in related areas. It addresses the concepts of big data analytics and/or data science, multi-criteria optimization for learning, expert and rule-based data analysis, support vector machines for classification, feature selection, data stream analysis, learning analysis, sentiment analysis, link analysis, and evaluation analysis. The book also explores lessons learned in applying big data to business, engineering and healthcare. Lastly, it addresses the advanced topic of intelligence-quotient (IQ) tests for artificial intelligence.Since each aspect mentioned above concerns a specific domain of application, taken together, the algorithms, procedures, analysis and empirical studies presented here offer a general picture of big data developments. Accordingly, the book can not only serve as a textbook for graduates with a fundamental grasp of training in big data analytics, but can also show practitioners how to use the proposed techniques to deal with real-world big data problems.

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