NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html Predictive Ceilings in Generative-AI Learning Analytics: A Six-Model Benchmark of Burnout Risk, Grade Change, and Skill Retention Across 50000 Student Records Myth, Model and Reality NLI Framework for Hallucination Mitigation in SLM Time-Aware Explainable Machine Learning for CO2 Emission Analysis in Bangladesh: Decoupling, Decomposition, and 2030 Scenarios A Compact Multi Scale Attention CNN for Brain MRI Tumour Detection Under a Duplicate Aware Evaluation Protocol When Fine Tuning Does Not Help: A Two Stage EfficientNet B0 Evaluation for Four Class Lung CT Classification on a Small Cohort Design and Implementation of an Intelligent Solar Panel Monitoring and Single-Axis Auto-Tracking System Conservation-Residual Augmented Learning for Telemetry Integrity Monitoring of Rooftop Solar-Storage Systems ARMeet: A Dual-Mode Mobile System for AR-Anchored and Virtual-Room Multi-User Meetings with Spatial Presentation TCN+LightGBM: A Hybrid Deep Learning–Gradient Boosting Architecture for Interpretable Short-Term Electricity Demand Forecasting in Bangladesh N.O.R.A.: A Multimodal Edge-AI Framework for Offline Context-Aware Intelligent Assistance SOROLIPI: Automatic Bangla Image Captioning Using Deep Learning Models Automatic Detection of Total Sleep Time using Nasal Airflow and Pulse Oximetry Signals IoT-Enabled Smart Aquarium Monitoring and Automated Cleaning System DECL: Disease Evidence Consistency Learning for Robust Plant Disease Classification SOROLIPI: Automatic Bangla Image Captioning Using Deep Learning Models Machine Learning Based Real Estate Price Prediction Multilingual Fake News Classification in Bangla and English with ML and Transformer Architectures. Explainable Federated Learning for Factory-Level Disease Burden Prediction in Bangladesh’s Ready-Made Garment Industry Cross-Corpus Transfer and Label-Calibrated Learning for Imbalanced Multi-Label Bangla Hate Speech Detection Explainable Crime-Risk Modelling via Heterogeneity Spatiotemporal Representation Learning Addressing Extensive Missingness in Newspaper-Reported Suicide Data Through Imputation and Clustering Techniques Fish Disease Classification Through Deep Fusion of Visual and Environmental Data Conditional GANs for Joint Facial Denoising and Multi-Angle Synthesis Not correct A Privacy-Preserving Depth-Based Human Identification Framework Using Consumer TrueDepth Sensing Hybrid GraphSAGE–ANN for Lung Cancer Risk Prediction Using Patient Similarity Graphs A Vision-Based Gesture and Eye-Blink Controlled Exoskeleton Robotic Hand for Rehabilitation of Paralyzed Patients An Empirical Evaluation of Quantum Kernel Stability in Network Intrusion Detection A Blockchain-Based Revocation and Expiry Aware Framework Using AHIBE for Secure Document Verification A Hybrid Rule-Augmented Stacked Ensemble Framework for Market Basket Completion with Leak-Free Customer History TumorMultiNet: A Statistically Validated Hybrid Deep Learning Framework for Brain Tumor MRI Classification and Segmentation on BRISC2025 with Explainable AI Deep Learning-Based Hybrid Framework For Pneumonia Detection From Chest X-Ray Images with XAI And Real-time Web-interface An Empirical Comparison of Monolithic and Microservices Architectures for an E-Commerce Application Driving Sustainable Social Transformation in Bangladesh: Social Business Practice in Rural Communities: A Mixed-Methods Study of Five Grameen-Affiliated Social Business Ventures Multi-Backbone Ensemble Learning for Robust Breast Cancer Classification on the Mini-DDSM Mammography Dataset Association Rule Mining in Picture Fuzzy Data Mining Evaluating Socially Responsible Human-AI Interaction: An Investigation of AI Accommodation to Diverse Human Communication Styles View-Aware Reliability Framework for Pneumonia Diagnosis with Calibration Portability, Selective Risk, and XAI Auditing Environmental Sustainability and Energy Awareness among University Students in Bangladesh: An Empirical Study Sustainable Consumption and E-Waste Reduction: An Analysis of the Jargon Barrier in Consumer Electronics Readability for Right-to-Repair Practices Developing a Financial Innovation Framework for Sustainable Banking Performance: A Conceptual Model for Bangladesh Optimal Ramp-Rate Control Using Battery Energy Storage Systems (BESS) for Utility-Scale Solar Power Plants in Bangladesh Meta-Learning for DeepFake Detection: An Ensemble-Based Approach Design and Implementation of a Low-Cost Portable Oscilloscope Using Arduino Nano An Edge-Cloud Smart Classroom System for Energy Efficiency with Intelligent Classroom and Exam Modes Hybrid Reconstruction Approaches for Occluded Regions in Multi-Person Gait Recognition An Explainable Deep Learning Approach for Multi Class Lung Disease Classification from Chest X Rays with Fused GradCAM++ Localization Regression-Based Prediction of Under-Five Child Malnutrition in Bangladesh Using Machine Learning on BDHS 2022 AI-Based Greenwashing Detection on Digital Platforms Using Multi-Modal Deep Learning NPS Australia Submission System