NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html An Explainable EfficientNetB0-Based Framework for Multi-Class Retinal Disease Classification Using Fundus Images LightSkinNet: Protocol-Aware Skin Lesion Classification with Segmentation-Guided Networks An Explainable and Class-Balanced Gradient Boosting Framework for Heart Disease Prediction An Optimized MAC Protocol for WBANs Managing Multi-class and Multi-load in IEEE 802.15.6 Superframes Using Hysteretic Q-learning Design and Implementation of a Resilient Multi-Branch WAN for Sonali Bank PLC: EIGRP Routing, Dual-ISP Redundancy, and Hierarchical IP Addressing Development of a Piezoresistive E-Textile Sock for In Situ Dynamic Plantar Pressure Assessment AI-Enhanced Digital Twin with Hardware-in-the-Loop Deployment for Real-Time Lithium-Ion Battery State-of-Health Estimation A Context-Aware XGBoost Framework for Vulnerability Remediation Recommendation Using GitHub Security Advisories An Attention-Enhanced Explainable Deep Learning Framework for Cervical Cancer Detection Through Microscopic Image Analysis Medprice-XAI-BD: A Kind of Explainable & Uncertainty Mindful Machine Learning Framework, for Medicine Price Prediction in Bangladesh Computer Vision-based Soil Health Analysis using Machine Learning The “Aakash Deep” Hub: A Sustainable and AI- Driven Li-Fi Framework for the Consumer Market in Bangladesh Chi-Square Feature Selection and SMOTE-Balanced Ensemble Learning for Explainable Cervical Cancer Risk Prediction ESG and Investment Decisions: The Moderating Role of Risk Tolerance among Individual Investors in Bangladesh BanglaCLR: Structure-Aware Contrastive Representation Learning for Bengali Character Recognition Provable Moving-Target Defense for Cyber-Physical Networks: From the Security–Performance Frontier to No-Regret Defense Novel Attacks Arrive Diffuse: Rethinking Few-Shot Open-Set Enrollment for ROS Intrusion Detection BriXNet: Efficient Depthwise-Separable CNN for Lightweight Brain Stroke Classification from CT Images Crop Yield Prediction Using Explainable Machine Learning on Multi-State Agricultural Data Dual-Attention ResNet50-LSTM for Video-Based Human Action Recognition 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 NPS Australia Submission System