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Full Description
This book constitutes the refereed proceedings of the 4th International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2024, held in Varanasi, India, during December 19-21, 2024.
The 95 full papers and 15 short papers included in this book were carefully reviewed and selected from 507 submissions. They were organized in topical sections as follows: Advance Network Technologies; and Intelligent Computing.
Contents
.- Advance Network Technologies..- Ameliorated Standardization Framework for Post-Quantum Cryptographic Algorithms..- Integrating IoT and Machine Learning for Human Fall Detection and Activity Monitoring..- A Novel Protocol for Authentication and Group Key Distribution for Secure Data Transmission in VANET Environment Using Theory of Number..- Revolutionizing Urban Mobility: ZoomBikes..- Lane Detection in Autonomous Vehicles Using Unsupervised Machine Learning and Light Detection and Ranging..- Secure Intelligence Development Lifecycle (SIDL) Model for Vulnerability Detection..- Predictive VM Placement Algorithm for Resource Optimization: Leveraging Deep Learning Forecasting and Resource Relationship Modeling..- Analysis of Different Gravity Models to Determine Key Nodes in Social Networks..- PUF-Based Ownership transfer using Blockchain..- Intelligent Computing..- Comprehensive Water Quality Analysis and Prediction Using Ensemble Machine Learning Models..- Efficient Sparse Tensor Core Networks for Real-Time Insect Classification in Agriculture..- Detection model for Pulmonary TB on Augmented X-ray Images Enhanced through Histogram Equalization..- Comparing the Performance of Supervised, Unsupervised and Hybrid Learning on Medical Insurance Fraud Detection..- Deep-MFR: A Deep Learning Ensemble Approach for Improved Masked Face Recognition..- Reduced Kernel Principal Component Analysis approach for Microarray Spot Classification..- Detection of Vitiligo using Ensemble Learning..- Integration of Multi-Feature Analysis with Lightweight CNN Model for Heart Sound Classification..- Vaccine Sentiment Analysis: A Twitter Study using NLP and ML approach..- COMPUTER-AIDED DIAGNOSTIC SYSTEM FOR ALZHEIMER'S DISEASE USING 3D MRI IMAGES..- Impact of Virtual Reality on Cultural Heritages: Development of Mobile VR Tour of the Museum Site of Chandigarh, India..- Interpretable Liver Fibrosis Classification Using 1D-CNN..- Software Defects Prediction using Generative Adversarial Network based Data Balancing..- CRNet: Convolutive Recurrent Network for Suspect Face Identification..- Integrating Optimized CNN and Deep CNN Model for Enhanced Maize Plant Leaf Disease Classification and Prediction Systems..- Lung Region Segmentation from Chest-Radiographs Using EfficientNetB7..- EnigmaArt: Dual Image Encryption and Compression via Autoencoding and Pixel Conversion..- Artificial neural networks with soft attention: Natural language processing for phishing email detection optimized with modified metaheuristics..- Reddit Sentiment Analysis Using AWS Services..- Enhancing Security in Software-Defined Networks: A Machine Learning-Driven Hybrid Intrusion Detection System with Optimized Feature Selection.
