Advances in big data analytics theory, algorithms and practices /
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: | Shi, Yong, 1956- |
|---|---|
| Other Authors: | SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Singapore :
Springer,
2022.
Singapore : 2022. |
| Physical Description: |
1 online resource. |
| Subjects: |
Table of Contents:
- 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.