Computing and Machine Learning
Proceedings of CML 2024, Volume 1
Series: Lecture Notes in Networks and Systems; 1108;
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Product details:
- Edition number 2024
- Publisher Springer Nature Singapore
- Date of Publication 23 October 2024
- Number of Volumes 1 pieces, Book
- ISBN 9789819765874
- Binding Paperback
- No. of pages515 pages
- Size 235x155 mm
- Language English
- Illustrations XVI, 515 p. 177 illus., 136 illus. in color. Illustrations, black & white 598
Categories
Long description:
This book features high-quality research papers presented at the International Conference on Computing and Machine Learning (CML 2024), organized by the Department of Computer Applications, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Sikkim, India during April 29–30, 2024. The 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 healthcare, 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:
Secure Private Data Storage and File Sharing Using Homomorphic and Hybrid Hash-Based Cryptographic Technique in Cloud.- Revolutionizing Healthcare: The Impact of Artificial Intelligence in Connected Medicine – Unleashing the Power of Real-time Diagnostics, Personalized Treatment and Ethical AI Adoption.- ViTaL: An Advanced Framework for Automated Plant Disease Identification in Leaf Images Using Vision Transformers and Linear Projection for Feature Reduction.- Enhancing Path Planning with Obstacles via a Combined Dijkstra-LbCS Methodology.- Revitalising Volunteerism: The Transformative Influence of Artificial Intelligence in Volunteer Management.- Optimizing The U-Net Model For Segmenting The Lung Opacity Regions InChest Radiographs.- Intelligent Surveillance Camera System Based on Object Tracking.- Data-Efficient Training for Effective Paraphrase Retrieval Techniques Using Language Models to Identify Research Gaps.- Enhancing IoT Anomaly Detection with DBSCAN - A Data-Driven Approach.- Enhancing Efficiency and Functionality of Voice-Controlled Cars through NLP Techniques and Additional Features.- Ensembling of Performance Metrics in Credit Risk Assessment Using Machine Learning Analytics.- GUARDING THE GATE: Innovative Solutions for Third-Party App Vulnerabilities.- Prediction of Compressive Strength of Geopolymer Concrete via Machine Learning Techniques.- Personalized Stress Mitigation through EEG Based Stress Classification and Music Recommendation.
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