Generative Artificial Intelligence (AI) Approaches for Industrial Applications by Narasimha Rao Vajjhala

Generative Artificial Intelligence (AI) Approaches for Industrial Applications by Narasimha Rao Vajjhala

"Generative Artificial Intelligence (AI) Approaches for Industrial Applications" explores the transformative potential of Generative AI technologies across various industries. With contributions from international scholars and experts, this book provides a comprehensive overview of the latest trends, mathematical foundations, and practical applications of Generative AI models. Key sections examine the fundamental concepts of Generative AI, including Generative Adversarial Networks (GANs) and their ethical and security considerations. Special attention is given to the revolutionary impact of Generative AI in healthcare technologies, clinical decision-making, and predictive maintenance within the manufacturing sector. Additionally, the role of Generative AI in FinTech, particularly in redefining business models and enhancing digital security, is thoroughly examined. This book features cutting-edge research on text summarization, age progression using GANs, and integrating AI with regulatory practices. This book is a vital resource for academics, professionals, and practitioners bridging the gap between theoretical AI frameworks and their real-world industrial applications, offering insights into how Generative AI is shaping the future of industries worldwide.

Roy, Sanjiban Sekhar: - Sanjiban Sekhar Roy is an Associate Professor in the School of Computer Science and Engineering, Vellore Institute of Technology. He joined VIT in the year 2009 as an Asst. Professor. His research interests include Deep Learning and advanced machine learning. He has published around 50 articles in a reputed international journal (with SCI impact factors) and conferences. He also is editorial board members to a handful of international journals and reviewer to many highly reputed journals such as Neural processing letters, Springer, IEEE Access: The Multidisciplinary Open Access Journal, Computers & Security, Elsevier, International Journal of Advanced Intelligence Paradigms, Inderscience International publishers, International Journal of Artificial Intelligence and Soft Computing, Inderscience International publishers, Ad Hoc Networks, Elsevier, Evolutionary Intelligence, Springer, Journal of Ambient Intelligence and Humanized Computing, Springer, Iranian Journal of Science and Technology, Transactions of Electrical Engineering, Springer. He uses Deep Learning and machine learning techniques to solve many complex engineering problems, especially those are related to imagery. He is specialized in deep convolutional neural networks and generative adversarial network. Dr. Roy also has edited many books with reputed interntional publishers such as elsevier, springer and IGI Global. Very recently, Ministry of National Education, Romania in collaboration with Aurel Vlaicu University Arad Faculty of Engineers, Romania has awarded Dr. Roy with Diploma of Excellence as a sign of appreciation for the special achievements obtained in the scientific research activity in 2019.

SKU	Unavailable
ISBN 13	9783031767098
ISBN 10	3031767098
Title	Generative Artificial Intelligence (AI) Approaches for Industrial Applications
Author	Narasimha Rao Vajjhala
Series	Information Systems Engineering And Management
Condition	Unavailable
Binding Type	Hardback
Publisher	Springer International Publishing AG
Year published	2025-02-04
Number of pages	342
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.