Edge Artificial Intelligence: Algorithms, Applications, Challenges and Ethical Issues
Autor Parikshit Narendra Mahalle, Mandar Pramod Diwakar, Vijaykumar Raghunath Ghule, Yashwant Sudhakar Ingleen Limba Engleză Paperback – 7 aug 2025
In addition to offering a clear understanding of real-time decision-making, enhanced privacy, and efficient applications, this book empowers both technical and nontechnical readers by providing practical insights, case studies, and ethical considerations. It helps users implement and govern Edge AI in a responsible and effective manner.
- Offers a comprehensive overview of edge computing that covers everything from the fundamentals to advanced techniques
- Explores a wide range of real-world applications of Edge AI, from smart homes to healthcare and autonomous vehicles, providing practical insights and use cases
- Examines the ethical considerations and regulatory aspects of Edge AI, helping readers navigate the responsible use of this technology
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Specificații
ISBN-10: 0443267200
Pagini: 210
Dimensiuni: 152 x 229 mm
Greutate: 0.32 kg
Editura: ELSEVIER SCIENCE
Cuprins
2. Fundamentals of Machine Learning and Deep Learning
3. Edge AI Hardware
4. Edge AI Algorithms and Techniques
5. Edge AI Software Development
6. Edge AI Applications
7. Edge AI Challenges and Future Directions
8. Case Studies and Practical Examples
9. Ethical Considerations in Edge AI
10. Conclusion and Future Outlook
Notă biografică
Dr Parikshit is a senior member IEEE and is Professor, Dean Research and Development and Head - Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is an ex-member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, Savitribai Phule Pune University and various Universities and autonomous colleges across India. He has 15 patents, 200+ research publications (Google Scholar citations-2950 plus, H index-25 and Scopus Citations are 1550 plus with H index -18, Web of Science citations are 438 with H index - 10) and authored/edited 56 books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global International Journal of Rough Sets and Data Analysis, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence and reviewer for various journals and conferences of the repute. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is guiding 8 PhD students in the area of IoT and machine learning and SIX students have successfully defended their PhD under his supervision from SPPU. He is also the recipient of "Best Faculty Award? by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level.