Mining Intelligence and Knowledge Exploration

.- An Agentic QA Framework: Leveraging Multi-Agent AI for End-to-End Software Quality Strategies.
.- Multi-Agent LLMs For Clinical Decision Making using Auto Epistemic Logic based Reasoning.
.- AI-Powered Investment Recommendation Agent with Sentiment and Market Analytics.
.- Optimizing Post-Treatment Mental Health Disorder Relapse Prediction: An AI-Based Framework Using Clinical and Behavioral Data.
.- Prediction of Diabetes and Hypertension using Mental Stress Indicators.
.- Layer-Specific Cryptographic Identity Framework within a Zero-Trust Computing Continuum.
.- Enhanced QoS in Cloud Computing Using Hybrid Blockchain-VNPSO.
.- Concept-Based Explainability Framework for Industrial Time-Series Prognostics.
.- Skew-Normal Finite Mixture Modeling with Measurement Error Correction for Brain Magnetic Resonance Image Segmentation.
.- Social Media Sentiment Analysis Using Regression Models for Quantitative Opinion Prediction.
.- Multimodal Human–Computer Interface: Integration of speech with gesture, handwriting, and other input modalities for biomedical applications.
.- AI-Augmented Feedback-Driven Weather Forecasting.
.- Multimodal Classification of Fake News in Indian Languages using Transfer Learning.
.- Cross Population Validation of Deep Learning Models for Diabetic Retinopathy Detection: Performance Analysis on Indian vs Western Dataset.
.- Emotional Feature Analysis for Irritable Bowel Syndrome using Machine Learning and Explainable AI.
.- Trend Analysis Based Recommender System for Cardiovascular Diseases.
.- Federated Deep Learning for Enhanced Pneumonia Detection Using Decentralized IR-Chest Motion and X-Ray Data.
.- Optimizing WBAN Lifespan: A GSO-Driven Routing Strategy for theTwo-Stage Capacity Allocation (TSCA) Scheme.
.- Continuous User Authentication Based on Keystroke Dynamics.
.- V2V Communication Using TraCI in SUMO.
.- Machine Learning-Based Forecasting of Air Pollutants and AQI Classification in India.
.- Geospatial Analysis of Urban Sprawl, Land Use, Traffic Patterns, and Water Resource Management in Coimbatore, India.
.- Real-Time Fabric Defect Detection Using YOLOv10 for IndustrialTextile Inspection.
.- LLaDA: Bridging Large Language Models and Diffusion Architectures.
.- Integration of Health Assessment and Growth Stage Classification in Roses with Deep Vision Models.
.- AI-Powered Legal Assistant and RAG-Based Case Retrieval System.
.- A Novel Statistical Masking Approach for Semantic Understanding in Pre-trained Language Models.
.- Hybrid Approaches to Facial Expression Recognition: Integrating Bag of Visual Words and Deep Learning for Improved Performance in Diverse Populations.
.- A High-Performance FPGA-Based Implementation of Convolutional Neural Networks.
.- Babesia Infection Detection using Microscopic Images with Butterfly Algorithm Optimized Deep Features.
.- Uncertainty-Aware Bayesian Neural Networks with Grey Wolf Optimizer for Multiclass Cardiovascular Risk Stratification.
.- Swarm Intelligence for Effective Mango Internal Defect Classification using NIR Spectroscopy Data.
.- Cluster-Based Tree Indexing of Meanings of Kannada Vachanas for Retrieval.
.- Explainable AI-Based Performance Analysis of Machine Learning Models for Image Classification Using Ensemble Feature Selection.
.- EEG-Based Human Emotion Recognition Using Hybrid CNN–BiLSTM.
.- Retrieval Augmented Generation for Legal Domain: Enhancing Legal Research Through Advanced NLP Techniques.
.- Safe Path Navigation for Planetary Rovers In Heterogeneous Terrain Using CVaR-A* Technique.
.- Enhanced AI-Driven Retail Inventory Optimization using Advanced Time Series Forecasting and Cost Simulation.
.- Identifying Outbreaks and Recalls: A Machine Learning Approach to Foodborne Incident Article Classification.
.- Democratising Prompt Optimisation: An Automated, Cost-Efficient Framework for LLM-Based Summarisation.
.- A Study on Blockchain Technology and Its Security.
.- Automatic Analysis of Healthy/Myopia Fundus Retinal Images using Individual/Fused/Ensemble Deep Features.
.- Post-Mortem Cattle Identification via Dentition Analysis in Calamity Response.
.- Approach towards Temporal Forecasting of Facial Growth in Children.
.- SWIN and CNN for Ox Age Estimation: Hybrid Model.
.- Attention-Enhanced Prototypical Networks for Hierarchical Variety Classification and Grading of Bunch-Level Banana.
.- Addressing the Challenges of Yoga Practice through Computer Vision.
.- Machine Learning Algorithm for Classifying Imbalanced Data through Weighted Class and Class Scoring.
.- Predicting Depression Through Social Media Behavior: Integrating Behavioral Features and Hybrid Methodologies.
.- Predicting Type 2 Diabetics by Coalescing Features.
.- Transparent AI-Powered Diagnostic Framework for Shrimp Disease Detection Using Multi-Class Deep Learning.
.- Towards Technology-enabled Inclusivity via Adaptive LMS for Visually Impaired Students.
.- Sarcasm Detection in Tamil: A Study of Traditional, Deep, and Ensemble Learning Approaches.
.- Early Pneumonia Detection and Risk Stratification Using Advanced Deep Learning Models on Chest X-Ray Imaging.
.- Exploring the Potential of Eye Movement Analytics for Cardiovascular Risk Assessment:A Novel Machine Learning Framework.
.- An efficient Lightweight CLAHE CNN Framework for Real-Time Facial Emotion Recognition.
.- Spectral-Spatial Temporal Feature Attention Network (S2-TFA) for Particulate Matter Prediction.
.- From a Healthy Heartbeat: Transferring Multimodal ECG-PCG Priors via a Hybrid Architecture for Cardiac Abnormality Detection.
.- Mapping of Cotton and Maize Cultivation Areas through Time-Series Analysis of Remote Sensing Data & ML Models.
.- MULTIBIOAUTHNET: A Unified Multimodal Biometric Authentication Framework with Attention-Guided Fusion and Secure Embedding.
.- Early Detection of Biotic Stress in Oryza Sativa Using Hyperspectral Imaging and a Recurrent-Convolutional Fusion Network.
.- ST-GraphEdgeNet: Multi-Camera Spatio-Temporal Graph Neural Network for Collaborative Edge-Based Traffic Congestion Propagation Analysis.
.- Towards Text-Based Diabetic Retinopathy Grading: Evaluating Florence-2 for Clinical Screening.