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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..- A Novel Approach to Handle Imbalanced Code-Mixed Languages Using SMOTE-ENN during Stratified Cross Validation..- Intelligent Seasonal Air Quality Prediction with Machine Learning Models: Enhancing Performance through Polynomial Regression and Bayesian Optimization..- Process for Evaluating the Content of Forms for the Evaluation and Validation of Quality Assurance and Control Frameworks in Data Science Projects..- Real-Time Automated Pothole Detection and Localization with Deep Learning and Geolocation Integration for Improved Road Safety and Maintenance..- Entropy based Embedded Unsupervised Feature Selection..- Analysing the variation between Univariate forecasting and Multivariate forecasting using macroeconomic factors, for stock price prediction..- Optimizing Vehicle Emissions: Identifying High-Impact Vehicles and Exploring Sustainable Fuel Options..- Sign language recognition using convolutional neural network..- Fake News Detection Using Large Language Models..- Lunar Crater Detection using Customized YOLOv8 model..- Deep Learning Techniques for Pneumonia Detection on Chest X-Ray Images..- Optimized LeNET based CNN and Convolutional BLSTM with He Initialization for Character-Level Classification in Tal-Patra Manuscripts..- Exploring the Use of Social Robots as a Game Associate in the Health Sector: A Systematic Review..- Evaluating the Efficiency of FSL Models in the Diagnosis of Kyasanur Forest Disease..- Financial Decision Support System for Small and Medium-sized Enterprises..- Adaptive Backpropagation Algorithm using N-Sigmoid and N-Weight Updation Rule for 3D LiDAR Point Cloud Compression..- Learning to Integrate Dynamic Knowledge for Enhanced Response Generation in Multi Domain Dialogue System..- QUANTUM-ENABLED (QeSVM) FACIAL EXPRESSION IDENTIFICATION OF AUTISTIC CHILDREN..- High-Capacity Coverless Steganography Using Pixel Gradient Analysis..- Citation Based Scientific Document Summarization using Deep Learning..- Balancing Accuracy and Safety in AI: A Novel Adversarial Training Approach..- Identification of Traditional Medicinal Plant Leaves Using an effective Deep Learning model and Self-Curated Dataset..- Enhanced Multilingual Sentiment Analysis Using Hybrid CNN-GRU Deep Learning Architecture..- Fine-tuning and Efficacy Assessment of BERT-Based Models in Detecting Early Signs of Depression..- AI-Powered Reverse Logistics: A Pathway to Sustainable Supply Chains..- Data Augmentation of Gujarati Texts for Sentiment Analysis..- Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing..- Data to Decisions: A Computational Framework to Identify Skill Requirements from Advertorial Data..- Priority-Based Weighted Constrained Crowd Judgement Analysis with Quantum Genetic Algorithm..- A Novel Efficient Approach for Feature Selection for Enhanced Performance in Breast Cancer Prediction.
