Computing and Machine Learning
Proceedings of CML 2024, Volume 2
Series: Lecture Notes in Networks and Systems; 1144;
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Product details:
- Edition number 2024
- Publisher Springer Nature Singapore
- Date of Publication 24 January 2025
- Number of Volumes 1 pieces, Book
- ISBN 9789819778386
- Binding Paperback
- No. of pages526 pages
- Size 235x155 mm
- Language English
- Illustrations XXIII, 526 p. 217 illus., 186 illus. in color. Illustrations, black & white 623
Categories
Long description:
This book features high-quality research papers presented at the International Conference on Computing and Machine Learning (CML 2024), organized by Department of Computer Applications, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Sikkim, India, during April 29 – 30, 2024. The volume book presents diverse range of topics, including machine learning algorithms and models, deep learning and neural networks, computer vision and image processing, natural language processing, robotics and automation, reinforcement learning, big data analytics, cloud computing, internet of things, human-–robot interaction, ethical and social implications of AI, applications in health care, finance, and industry, computer modeling, quantum computing, high-performance computing, cognitive and parallel computing, cloud computing, distributed computing, embedded computing, human-centered computing, and mobile computing.
MoreTable of Contents:
Author-Centric Pattern Detection in Scopus Citation Network via Community Structures.- K-Nearest Neighbor Based Friends Suggestion on Social Media.- Software Reliability Prediction and Regression Analysis with Family of Lindley.- Distribution.- Reinventing Urban Mobility with Reinforcement Learning in Vehicular Ad-Hoc Networks.- Refining the Giants: A Comprehensive Review of Fine-Tuning Strategies for Large Language Models.
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