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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
.- Intelligent Computing..- DDoS Attack Detection Using Explainable AI in Machine Learning..- XcUNet for Skin Lesion Segmentation followed by Clustering based Post-processing..- Exploratory Study on Different Transformer Models..- VisionLingua: Empowering Multimodal Understanding with Cutting-Edge Language Models..- Human Action Recognition using Mediapipe Holistic Keypoints: A Deep Learning Approach..- Machine Learning for Waste-to-Energy: Optimization and Predictive Analytics..- Enhanced Traffic Forecasting for Urban planning Using DeepWalk Embeddings and Spatio-Temporal Graph Ordinary Differential Equation model..- Fault Detection in Semiconductor Manufacturing Using Advanced Machine Learning Techniques with Interpretability..- Fine-Tuning RetinaNet for Few-Shot Fruit Detection..- Smart Street: AI-Powered Traffic Flow Enhancement with Adaptive Signal Control..- A Hybrid Machine Learning Approach for Accurate Milk Quality Classification..- Designing VoiceGPT Chatterbox Concierge: A Personal AI Assistant for Daily Services using Supervised Machine Learning Based Speech Recognition Techniques..- Improved Classification Techniques Using Convolutional Neural Networks for Rice Plant Disease Detection..- Enhancing Customer Segmentation and Behavior Prediction through Machine Learning and Medium Gaussian SVM..- Grapevine SDLC Model for Real-Time Fake News Classification..- Detecting AI-Generated Text Using Fine-Tuned Transformers: A Study on Academic Integrity..- MoReco: AI Model Recommendation and Optimization for B5G Networks..- File Prefetching Accuracy Enhancement using Deep Learning Approaches..- Mamba based conditional GAN for optical cloud removal of satellite images..- A hybrid quantum machine learning model for multi-class classifier..- Adaptive Resource Management in Massive Machine-Type Communications Using Reinforcement Learning..- Advanced Machine Learning and Features based Data Analytics of Electricity Consumption in USA and India..- Cross-Domain Adversarial Attacks and Defense Mechanisms in Multimodal Neural Networks..- Deep Feature Fusion of Local and Global Patterns for Early Detection of Lung Abnormalities in Chest X-Rays.
