Computing and Machine Learning : Proceedings of CML 2024, Volume 2

著者名：Bansal, Jagdish Chand (EDT)/Borah, Samarjeet (EDT)/Hussain, Shahid (EDT)/Salhi, Said (EDT)

Springer（2025/01/23発売）

• 言語：ENG
• ISBN：9789819778386
• eISBN：9789819778393

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.

Table 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.