Open Access Academic Publishing | Indexed in Google Scholar | CC BY-NC-ND 4.0
Edited Book

Deep Learning: Foundations, Advances, and Intelligent Applications

Deep Learning: Foundations, Advances, and Intelligent Applications, provides a comprehensive and application-focused exploration of deep learning as a transformative technology across diverse domains. The book bridges foundational concepts such as neural architectures representation learning and optimization with advanced methodologies including transformer models multimodal learning and distributed intelligence. It is structured to guide readers from core principles to cutting-edge developments while maintaining a strong emphasis on practical relevance and real-world problem solving. Each chapter presents a distinct application area such as healthcare agriculture cybersecurity smart cities finance and industrial automation highlighting how deep learning models are designed evaluated and deployed in dynamic environments. The volume also addresses key challenges including interpretability robustness scalability and privacy preservation to support the development of reliable and efficient intelligent systems. This book serves as a valuable resource for researchers academicians professionals and students seeking to leverage deep learning for innovative and impactful solutions.

EDITORS
Chief Editor
Dr. Vijendra Pratap Singh
Associate Professor, Department of Computer Science and Applications, Faculty of Science and Technology, Mahatma Gandhi Kashi Vidyapith, Varanasi, Uttar Pradesh, India.
Associate Editor
Mr. Syed Imran Patel
Lecturer, Department of Information and Communication Technology, Bahrain Polytechnic, Kingdom of Bahrain.
Editor
Dr. Sangeetha. Y
Vice Principal and HOD, Department of Computer Science & Engineering, Rajadhani Institute of Engineering and Technology, Rajadhani Hills, Nedumparampu, Trivandrum, India.
Editor
Dr. Resmi G Nair
Dean Academic Affairs and HOD, Department of Artificial Intelligence and Data Science, Holy Grace Academy of Engineering, Kuruvilassery PO, Mala, Thrissur, Kerala, India.
EDITOR BIOGRAPHIES
Dr. Vijendra Pratap Singh
Dr. Vijendra Pratap Singh
Chief Editor
Dr. Vijendra Pratap Singh, currently working as an Associate Professor & Head of Department of Computer Science and Applications, Faculty of Science and Technology, Mahatma Gandhi Kashi Vidyapith, Varanasi. He holds Ph.D degree in Computer Science and Applications from Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, D.Sc.(Honoris Causa) from The American University USA and his MCA from Department of Computer Science, Babasaheb Bhimrao Ambedkar University, Lucknow. He has mone then 15 years of teaching and research experience. He published 42 research papers in various reputated International Journals in Scopus, WOS, and UGC-CARE. He has 18 Patents and published 08 international books. His research interests includes Cloud Computing, Computational Intelligence, Machine Learning, Deep Learning, and the Internet of Things (IoT).
Mr. Syed Imran Patel
Mr. Syed Imran Patel
Associate Editor
Mr. Syed Imran Patel is a senior academic with over 16 years of teaching and research experience in Information and Communication Technology (ICT). He is currently associated with Bahrain Polytechnic, Kingdom of Bahrain. He completed his Bachelor’s degree in Computer Science Engineering in 2005 and earned his Master’s degree in 2013, and is presently pursuing a Ph.D. in Cloud Security. His research interests include Deep Learning, Intelligent Systems, Internet of Things (IoT), Wireless Sensor Networks, Cloud and Network Security, Human–Computer Interaction, and Applied Machine Learning. He has contributed to several international edited books, book chapters, conference proceedings, and patents, published by reputed publishers such as Wiley, Springer, and IGI Global, with indexing in Scopus, Web of Science, Google Scholar, and Crossref.
Dr. Sangeetha. Y
Dr. Sangeetha. Y
Editor
Dr. Sangeetha Y., M.Tech., Ph.D., is the Vice Principal of Rajadhani Institute of Engineering and Technology, Trivandrum, and an accomplished academician and educational leader with over 23 years of teaching experience across polytechnic and engineering institutions. She holds an M.Tech in Computer Science and Engineering and earned her Ph.D. in the same discipline from VELS University, Chennai. Her career reflects a strong commitment to excellence in teaching, research, and institutional development, with a particular focus on student empowerment through quality education. In addition to her academic expertise, she brings three years of industrial experience as a Data Processing Officer with the Kerala State Health Department, offering a practical, application-oriented perspective on technology. An active researcher, she has published papers in reputed national and international journals and conferences, is a Life Member of the Computer Society of India (CSI), and continuously updates her professional knowledge in areas such as Wireless Networking and Software Engineering. She has also been granted a patent titled “A System and Method for Dynamic Image Processing and Enhancement Using Deep Reinforcement Learning.” Known for her strong work ethic, empathetic leadership, and dedication to student development, she plays a key role in fostering a positive academic environment and advancing the institution’s vision.
Dr. Resmi G Nair
Dr. Resmi G Nair
Editor
Dr. Resmi G Nair, is a highly accomplished individual serving as Dean Academics and HOD of Artificial Intelligence and Data Science at Holy Grace Academy of Engineering, Mala, Thrissur, Kerala, India. With a Ph.D. from Vels University, Chennai (2022), she boasts almost 20 years of experience in teaching, research, and industry. Her research interests span Cognitive Radio Networks, MANET, Wireless Sensor Networks, Artificial Intelligence, and Machine Learning. Dr. Resmi has published numerous research papers in international journals, presented papers at conferences, and holds a patent. She's also a life member of ISTE.
Chapters
Deep Learning: Foundations, Advances, and Intelligent Applications
ISBN (Print)978-81-994969-8-9
ISBN (Online)978-81-994969-2-7
Published31-03-2026
PublisherGSE Publications
CopyrightCC BY-NC-ND 4.0
Cite this Book
Singh, D., Patel, M., Y, D., et al. (2026). Deep Learning: Foundations, Advances, and Intelligent Applications. GSE Publications. https://doi.org/10.58599/9788199496927.31032026