Description
Artificial Intelligence: Applications and Innovations is a book about the science of artificial intelligence (AI). AI is the study of the design of intelligent computational agents. This book provides a valuable resource for researchers, scientists, professionals, academicians and students dealing with the new challenges and advances in the areas of AI and innovations. This book also covers a wide range of applications of machine learning such as fire detection, structural health and pollution monitoring and control.
Key Features
- Provides insight into prospective research and application areas related to industry and technology
- Discusses industry- based inputs on success stories of technology adoption
- Discusses technology applications from a research perspective in the field of AI
- Provides a hands- on approach and case studies for readers of the book to practice and assimilate learning
This book is primarily aimed at graduates and post- graduates in computer science, information technology, civil engineering, electronics and electrical engineering and management.
Table of Contents
1. Introduction to Artificial Intelligence
Gagandeep Kaur, Satish Saini and Amit Sehgal
2. Machine Learning- Principles and Algorithms
Gagandeep Kaur, Satish Saini and Amit Sehgal
3. Applications of Machine Learning and Deep Learning
Gagandeep Kaur, Satish Saini and Amit Sehgal
4. Environmental Monitoring in WSN Using AI
Arpana Mishra and Rashmi Priyadarshini
5. Applications of Machine Learning - Fire detection
R. M. Mehra and RashmiPriyadarshini
6. Structural Health Monitoring
T.Jayachitra and RashmiPriyadarshini
7. Application of Machine learning in Agriculture with some examples
Amrita Rai and OM Prakash
8. Deep learning in Smart Agriculture Applications
Amrita Rai and Asha Rani Mishra
9. Applications of Deep learning – in aerial robotics
Dr Prabhu Jyot Singh
10. The Memristor and Its Implementation in Deep Neural Network Designing: A Review
MelakuNigusGetachew, RashmiPriyadarshini and R.M. Mehra
11. Machine learning applications to recognize autism and Alzheimer’s Disease
ToukoTcheutou Stephane Borel and RashmiPriyadarshini
