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This book gathers high-quality papers presented at International Conference on Web 6.0 and Industry 6.0 (WIN 6.0 2025), organized by the Department of CSE (AIML) and CSBS of the Institute of Engineering & Management (IEM), Kolkata, India, in collaboration with Cardiff Metropolitan University, UK. This book covers almost all aspects of modern web technology and industry to explore the future landscape of connectivity, innovation and applications. The book contains three sections: industry 6.0, web 6.0, and socio-technical 6.0.
List of contents
Phishing Detection using DNS and IP Filtering.- Identification Techniques of the Initial Phase of Alzheimer s Disease built on Machine Learning Methods.- Enhanced Hyperparameter Optimization in CNN for Image Classification.- A Review on Smart Weather Prediction using Machine Learning Approaches.- Deep-Learning for Bio-Medical Waste Management: A Study of CNN-based Detection and Classification Model.- HRLGEDL: A Novel Hybrid RNN-LSTM-GRU Embedded Deep-Learning Model to Improve the Analysis of Fake News.- NooGenie: Unlocking Noonan Syndrome with Llama 3.- DAMLoc: Data Augmentation for Minority Location Classes applying CGAN for Indoor Localization.- Solarglide Auto Parking.- Modified YOLOv5: Enhancing Underwater Object Detection through Image Enhancement and Feature Aggregation.- IoT Enable Secured Indoor Environment Monitoring System for Patient Care.- Integrating Rigid and Non-rigid Registration Techniques in Web 6.0 Interfaces.- MediDose and MediBox: NFC-Integrated Smart Wearables and IoT-Based Medication Adherence Solutions.- Multi-Sensor Monitoring and Flood Pathway Analysis of Glacial Lake Outburst Floods (GLOFs).- Qubit-based Quantum System Implications on Robotic Swarm and Function Optimization.- Enhanced Classification of Consumer Complaints with a modified Transformer Encoder.- Multi - Modal Ai For Mental Health Prediction And Intervention.- FoodFresh: A Multi-Chain Blockchain Solution for Interoperable and Transparent Food Supply Chain Networks.- AI-Enhanced Context-Aware Intelligent Form Validator.- Directed Interaction Network Prediction Using Functional Activity and Neighborhood Approach.- An AI Tool for Text-to-Image Generation Using Stable Diffusion Model.- Lane Detection Using Machine Learning.- Aegis: FTL Framework with Differential Privacy for Network-based IDS.- Precise Web Programming with Embedded Domain-Specific Languages and Dependently-Typed Architecture.- UAV-Based Avalanche Victim Detection: An Integrated Approach Using Deep Learning and Aerial Surveillance.- Enhancing Reliable Data Delivery in Vehicular Named Data Networking using the RLS-Based Estimation Approach.- Evaluation and potential future advancements in Enhancing Image Resolution with ESRGAN.- Generative AI for Financial Forecasting and Portfolio Optimization.- Explainable AI (XAI) for Credit Scoring and Loan Approvals.- Energy optimization model based on REFII model, Bayesian networks and PSO algorithm.- Modernizing Manufacturing: Leveraging Generative AI in Smart Factory Adoption with Oracle Generative AI.- Ontological Models of Depth Map Construction Algorithm.- Development of New Fidelity Theorems in Quantum Communication.- Mitigating Mental Health Disparities through Predictive Analysis on Social Networks.- AI-Powered Fraud Detection in Real-Time Financial Transactions.- Unboxing Feature Engineering with Explainable AI (XAI) in Diabetes Prediction.- Breast DCE MRI Registration using Red Kite Optimizer.- Enhanced Banknote Classification through Machine Learning and Ensemble Feature Selection Technique.
