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Full 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.
Contents
1. Introduction to Artificial Intelligence. 2. Machine Learning- Principles and Algorithms. 3. Applications of Machine Learning and Deep Learning. 4. Environmental Monitoring in WSN using AI. 5. Applications of Machine Learning - Fire detection. 6. Structural Health Monitoring. 7. Application of Machine learning in Agriculture with some examples. 8. Deep learning in Smart Agriculture Applications. 9. Applications of Deep learning - in aerial robotics. 10. The Memristor and Its Implementation in Deep Neural Network Designing: A Review. 11. Machine learning applications to recognize autism and Alzheimer's Disease.
