Artificial Intelligence and Deep Learning for Computer Network Management and Analysis
Artificial Intelligence and Deep Learning for Computer Network Management and Analysis by Sangita Roy, published by CRC Press LLC in 2023, offers a comprehensive exploration of the intersection between artificial intelligence, machine learning, and deep learning within the context of computer networks. This 122-page volume aims to systematically compile quality research that addresses various sub-topics in communications and security, providing insights into theoretical similarities often overlooked in similar works.
Readers will find a diverse collection of important topics, including several chapters dedicated to cybersecurity, a rapidly evolving area of research. The book presents recent findings from leading researchers and includes detailed experimental results derived from standard data sets. It serves as a valuable reference for students, researchers, and practitioners interested in the application of advanced AI, ML, and DL techniques in network management and cybersecurity.
Official synopsis Publisher
Artificial Intelligence and Deep Learning for Computer Network: Management and Analysis aims to systematically collect quality research spanning AI, ML, and deep learning (DL) applications to diverse sub-topics of computer networks, communications, and security, under a single cover. It also aspires to provide more insights on the applicability of the theoretical similitudes, otherwise a rarity in many such books.
Features:
- A diverse collection of important and cutting-edge topics covered in a single volume.
- Several chapters on cybersecurity, an extremely active research area.
- Recent research results from leading researchers and some pointers to future advancements in methodology.
- Detailed experimental results obtained from standard data sets.
This book serves as a valuable reference book for students, researchers, and practitioners who wish to study and get acquainted with the application of cutting-edge AI, ML, and DL techniques to network management and cyber security.
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