Artificial Intelligence: Technologies, Applications, and Challenges
Editat de Lavanya Sharma, Pradeep Kumar Gargen Limba Engleză Paperback – 4 oct 2024
The book offers comprehensive coverage of the most essential topics, including:
- Rise of the machines and communications to IoT (3G, 5G).
- Tools and Technologies of Artificial Intelligence
- Real-time applications of artificial intelligence using machine learning and deep learning.
- Challenging Issues and Novel Solutions for realistic applications
- Mining and tracking of motion based object data
- image processing and analysis into the unified framework to understand both IoT and Artificial Intelligence-based applications.
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Specificații
ISBN-13: 9780367690823
ISBN-10: 0367690829
Pagini: 264
Ilustrații: 170
Dimensiuni: 178 x 254 mm
Greutate: 0.49 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Locul publicării:Boca Raton, United States
ISBN-10: 0367690829
Pagini: 264
Ilustrații: 170
Dimensiuni: 178 x 254 mm
Greutate: 0.49 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Locul publicării:Boca Raton, United States
Public țintă
Academic, Postgraduate, Professional, Undergraduate Advanced, and Undergraduate CoreCuprins
Part 1. Introduction to Artificial Intelligence. Chapter 1: Overview of Artificial Intelligence. Chapter 2: Knowledge Representation in Artificial Intelligence: An Overview. Chapter 3: Programming languages in Artificial Intelligence. Part 2. Artificial Intelligence: Tools & Technologies. Chapter 4: Image Processing using Artificial Intelligence: Case Study on Classification of High-Dimensional Remotely Sensed Images. Chapter 5: Artificial Intelligence and Image Processing. Chapter 6: Deep Learning Applications on very High-Resolution Aerial Imagery. Chapter 7: Improved Artificial Intelligence Combinatorial Algorithms Test for Pair-wise Testing used for Testing Data Generation in Big Data Applications. Chapter 8: Potential Applications of Artificial Intelligence in Medical. Chapter 9: Impact of Virtual and Augmented Reality on Mental Health Research and Applications. Chapter 10: Solar Potential estimation and management using IoT, Big Data and Remote Sensing in Cloud Computing Environment. Part 3. Artificial Intelligence based Real-time Applications. Chapter 11: Object Detection under Hazzy Environment for Real Time Application. Chapter 12: Real-Time Road Monitoring using Deep Learning Algorithm Deployed on IoT Devices. Chapter 13: Automatic License Plate and Vehicle Number Detection using Image Processing and Deep Learning (with OpenCV). Chapter 14: Design of a Chess Agent Using Reinforcement Learning with SARSA Network. Chapter 15: Graph Signal Processing Applied to Video Processing (Background Subtraction). Chapter 16: Application of Artificial Intelligence in Disaster Response. Chapter 17: Use of Robotics in Surgery: Current Trends, Challenges and Future. Chapter 18: Brain-Computer Interface: State-of-Art, Challenges and Future. Chapter 19: Artificial Intelligence: Challenges and Future Applications
Notă biografică
Dr. Lavanya Sharma is an Assistant Professor in the Amity Institute of Information Technology at Amity University UP, Noida, India. She has been a recipient of several prestigious awards during her academic career. She is an active nationally recognized researcher who has published numerous papers in her field.
Prof. Pradeep Kumar Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun. He is currently working in the department of Civil Engineering, IIT Roorkee as a professor. Prof. Garg has published more than 300 technical papers in national and international conferences and journals. He has undertaken 26 research projects and provided technical services to 83 consultancy projects on various aspects of Civil Engineering, generating funds for the Institute.
Prof. Pradeep Kumar Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun. He is currently working in the department of Civil Engineering, IIT Roorkee as a professor. Prof. Garg has published more than 300 technical papers in national and international conferences and journals. He has undertaken 26 research projects and provided technical services to 83 consultancy projects on various aspects of Civil Engineering, generating funds for the Institute.
Descriere
This book is an invaluable resource for readers to explore the utilization of AI, applications, challenges, and its underlying technologies in different areas. Using a series of present and future apps, this book will support readers to get deeper knowledge and implementing the tools of AI.