NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html An Explainable Transfer Learning Framework for Early Detection of Diabetic Retinopathy Using Deep Learning Ensemble-Based Detection of Global Climate Anomalies Using Surface Temperature and CO₂ Emission Indicators: A Majority-Voting Unsupervised Framework with SHAP Interpretability Transfer Learning for Dermatological Image Classification: A Comparative Study of Adaptation Strategies under Leakage-Aware Evaluation Sector-Level Emission Intensity Profiling of Supply Chains: A Leakage-Free Machine Learning Approach Using Structurally Independent Predictors Smart Grid Transformation of Bangladesh Distribution Networks: Current Status, Challenges, and Future Roadmap System-Level Assessment of Supercapacitors in Residential PV Storage: Economics and Hybrid Integration Global Diabetes Mortality Analysis: A Reproducible WHO Data-Driven Study of Trends, Regional Disparities, and Prevalence-Mortality Relationships (2000–2014) international equity markets, market integration, financial contagion, volatility, correlation analysis, risk-adjusted return, stationarity, Jarque–Bera test, Augmented Dickey–Fuller test. PolypSegNet: An Attention-Guided Multi-Scale Feature Fusion Network for Accurate Colorectal Polyp Segmentation Vehicle-to-Grid for Renewable Energy Integration in Bangladesh: A Degradation-Aware Critical Review and Future Research Framework mIoU Under Scrutiny: Benchmarking Self-Supervised Pretraining for Lung Tumor CT Segmentation A Modular Distributed IoT Architecture for Closed-Loop Hydroponic Monitoring and Control with Image-Based Plant Observation Bridging the Gap: Using Symbolic Language as a Prompt Between Human Emotion and Machine Logic* Token Smuggling and Log Injection in Open-Source AI Coding Assistants: A Case Study Do Macroeconomic Predictors Improve Bangladesh Inflation Forecasts? A Leakage-Safe Econometric and Machine-Learning Evaluation, 2010-2025 Abstract- This study evaluates whether lagged macroeconomic indicators improve Leveraging AI-Driven Cloud Computing for Advanced Health Prediction Models An Intelligent Wearable Framework for Real-Time Harassment Detection Using Machine Learning Real-Time Plant Disease Classification and Targeted Remedial Strategies Using Few-Shot Learning in Mobile Applications A Phase-Wise Machine Learning-based Performance Evaluation in Flight Simulation Training A Multimodal Framework for Bangla Fake News Classification through Cross-Attention Fusion Pooled and Compromised: A Leakage Audit of a Popular MRI Benchmark AgriSemNet: A Semantic-Aware Hybrid Deep Learning and Knowledge Graph Architecture for Precision Crop Recommendation A Gender-focused Multi-level Data Analysis and Visualization of Academic Research and Collaboration in Bangladesh Rice Leaf Disease Classification Using Fine-Tuned ResNet152V2: Benchmarking CNN Models EndoStack-XAI: A Hybrid and Explainable Machine Learning Framework for Endometriosis Prediction SAFER-RAG: Explainable and Calibrated Hallucination Detection with Selective Prediction under Distribution Shift Reference-Conditioned Healthy-Like EEG Reconstruction Using Movement-Aware CycleGAN for Motor Imagery BCI Explainable Lightweight Deep Learning for Plant Leaf Disease Detection Using MobileNet and Grad-CAM A Super-Convergent Knowledge Distillation Framework for Domain-Specific Text Classification An Explainable AI-Based Framework for Cardiovascular Disease Detection and Risk Prediction Using Machine Learning A Leakage-Aware Ordinal Machine Learning and Explainable AI Framework for Hidden Replication, Label Ambiguity, and Performance Inflation in Maternal Health Risk Prediction SCAPS-1D Modeling and Multi-Parameter Optimization of a CABTSe/MASnI3 DoubleAbsorber Lead-Free Solar Cell Few-Shot Hybrid Time-Series and Large Language Model Framework for Air-Leak Fault Diagnosis in Pressurized Pneumatic Systems ESP32-Based Smart Fire and Gas Hazard Detection with Multi-Channel Alert Mechanisms for High-Risk Urban Buildings Policy-Driven Deep Learning Framework for Facial Age Verification in Senior Citizen Welfare Programs Serial RAG Engine for Memory-Efficient Offline Math Learning A Domain-Invariant Multi-Scale Graph Temporal Learning for Cross-Environment Wi-Fi Deauthentication Detection A Lightweight Hybrid CNN-Transformer Architecture for Interpretable Evil Twin Attack Detection in Wi-Fi Networks On-Device Plant Disease Detection with CNN and Random Forest Ensembles A Large-Scale Performance Evaluation of ML-Based and Deep-Neural Models in Evil Twin Attack Identification Using a Hybrid IEEE 802.11 Dataset Comparative Techno-Economic Analysis of Si, GaAs, and InGaN Thin-Film Solar Cells under Bangladesh’s Climatic Conditions Test Paper by Rashed Amar Surokha: An Integrated Mobile Application for Spatiotemporal Crime Prediction and Emergency Contact Management Universe Analytics: A Dynamic University Ranking Platform Through Real-Time Interactive Analysis Web-based Explainable Deep Learning Framework for Skin Disease Detection FedPdM: Privacy-Preserving Federated Learning for Remaining Useful Life Prediction Across Heterogeneous Industrial Systems A Dual-Branch Framework for Livestock Disease Screening Using Multi-Repository Visual Datasets and Symptom-Based Intelligence An Explainable AI-Driven Deep Adaptive Learning Framework for Breast Cancer Classification Using Histopathology Images Explainable Hybrid Feature Fusion Network for Automated Skin Cancer Detection from Dermoscopic Images NPS Australia Submission System