Cognitive Big Data Intelligence with a Metaheuristic Approach (Cognitive Data Science in Sustainable Computing) 1st Edition – Ebook PDF Instant Delivery – ISBN(s): 9780323851176,0323851177,9780323851183, 0323851185

Product details:

• ISBN-10 ‏ : ‎ 0323851177
• ISBN-13 ‏ : ‎ 978-0275974169
• Author: Sushruta Mishra, Hrudaya Kumar Tripathy, Pradeep Kumar Mallick, Arun Kumar Sangaiah, Gyoo-Soo Chae

Cognitive Big Data Intelligence with a Metaheuristic Approach presents an exact and compact organization of content relating to the latest metaheuristics methodologies based on new challenging big data application domains and cognitive computing. The combined model of cognitive big data intelligence with metaheuristics methods can be used to analyze emerging patterns, spot business opportunities, and take care of critical process-centric issues in real-time. Various real-time case studies and implemented works are discussed in this book for better understanding and additional clarity.

This book presents an essential platform for the use of cognitive technology in the field of Data Science. It covers metaheuristic methodologies that can be successful in a wide variety of problem settings in big data frameworks.

Table contents:

A. Foundations and Architectural Models of Cognitive Big Data and Meta heuristics

1. Cognitive Computing fundamentals like perception, memory, reasoning, emotion, and problem solving

2. Cognitive Computing techniques using artificial intelligence, pattern and speech recognition, and natural language processing

3. Cognitive approaches within data mining and machine learning techniques

4. Big Data Infrastructure for Cognition and Distributed Data Centers for Cognition

5. Meta heuristics in classification, clustering and frequent pattern mining problems

6. Nature-inspired computing and Optimization algorithms

7. Meta heuristics and swarm intelligence approach

8. Use of Computational intelligence and Intelligent computing approaches in engineering domains

9. Big Data, Clouds and Internet of Things (IoT)

10. Dimensionality reduction models with Meta heuristics

11. Neuro-evolutionary and fuzzy models in big data and cognitive analytics

12. Innovative methods for cognitive business big data analytics

13. Cognitive techniques for mining unstructured, spatial-temporal, streaming and multimedia data

14. Data-driven large scale optimization architectures

15. Ensemble learning with Meta heuristics optimization

B. Application Domains and use of Cognitive Big data with Meta heuristics

16. Applications in Logistics, Transportation and Supply Chain Management

17. Cognitive Sensor-Networks applications

18. Algorithm development for big data analysis in E-health and Telemedicine

19. Biomedical Image Processing and Big Data Applications

20. Data Applications of Cognitive Communication

21. Intelligent distributed applications in e-commerce

22. Applications in Economics and Finance

23. Applications in Aeronautics

24. Applications in financial analysis

25. Applications in Cyber security and Intelligence

26. Applications in Traffic Optimization

27. Applications in routing of energy efficient communication networks

28. Other Miscellaneous applications

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