Advances in Big Data Analytics [electronic resource] Theory, Algorithms and Practices / by Yong Shi.
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...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Language: | English |
| Published: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2022.
|
| Edition: | 1st ed. 2022. |
| Subjects: | |
| Online Access: | |
| Variant Title: |
Advances in Big Data Analytics : Theory, Algorithms and Practices |
| Format: | Electronic eBook |
MARC
| LEADER | 00000nam a22000003i 4500 | ||
|---|---|---|---|
| 001 | ebs30582714e | ||
| 003 | EBZ | ||
| 006 | m o d |||||| | ||
| 007 | cr|unu|||||||| | ||
| 008 | 220113s2022 si | o |||| 0|eng d | ||
| 020 | |z 9789811636066 | ||
| 020 | |a 9789811636073 (online) | ||
| 035 | |a (EBZ)ebs30582714e | ||
| 040 | |d EBZ | ||
| 042 | |a msc | ||
| 050 | 4 | |a Q336 | |
| 100 | 1 | |a Shi, Yong. |e author. |0 (orcid)0000-0001-7974-1079 |1 https://orcid.org/0000-0001-7974-1079 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Advances in Big Data Analytics |h [electronic resource] |b Theory, Algorithms and Practices / |c by Yong Shi. |
| 246 | 2 | |a Advances in Big Data Analytics : Theory, Algorithms and Practices | |
| 250 | |a 1st ed. 2022. | ||
| 264 | 1 | |a Singapore : |b Springer Nature Singapore : |b Imprint: Springer, |c 2022. | |
| 505 | 0 | |a Part One: Concept and Theoretical Foundation -- Chapter 1: Big Data and Big Data Analytics -- Chapter 2: Multiple Criteria Optimization Classification -- Chapter 3: Support Vector Machine Classification -- Part Two: Functional Analysis -- Chapter 4: Feature Selection -- Chapter 5: Data Stream Analysis -- Chapter 6: Learning Analysis -- Chapter 7: Sentiment Analysis -- Chapter 8: Link Analysis -- Chapter 9: Evaluation Analysis -- Part Three: Application and Future Analysis -- Chapter 10: Business and Engineering Applications -- Chapter 11: Healthcare Applications -- Chapter 12: Artificial Intelligence IQ Test -- Chapter 13: Conclusions. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Artificial intelligence—Data processing. | |
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Computer science. | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Computer Science eBooks 2022 English/International |d Springer Nature | |
| 776 | 0 | 8 | |i Printed edition: |z 9789811636066 |
| 776 | 0 | 8 | |i Printed edition: |z 9789811636080 |
| 776 | 0 | 8 | |i Printed edition: |z 9789811636097 |
| 776 | 1 | |t Advances in Big Data Analytics | |
| 856 | 4 | 0 | |y Access Content Online(from Springer Computer Science eBooks 2022 English/International) |u https://ezproxy.msu.edu/login?url=https://link.springer.com/10.1007/978-981-16-3607-3 |z Springer Computer Science eBooks 2022 English/International: 2022 |