NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html Comparative Analysis of Random Forest, Support Vector Machine and K-Nearest Neighbors for Two-Stage Crop Recommendation and Agricultural Outcome Prediction Comparative Analysis of Random Forest, Support Vector Machine and K-Nearest Neighbors for Two-Stage Crop Recommendation and Agricultural Outcome Prediction OsteoNet: Gated Multi-Scale Channel Calibration for Binary Knee Osteoarthritis Screening Analytical Degradation-Reserve Sizing of PV–Battery Systems Considering Lifecycle Aging and Service-Equivalent Battery Replacement Comparative Analysis of Random Forest, Support Vector Machine and K-Nearest Neighbors for Two-Stage Crop Recommendation and Agricultural Outcome Prediction Empowering Smallholders: An SDG-Aligned Adaptive MCDM Algorithm for Agricultural Service Selection in Bangladesh Empowering Smallholders: An SDG-Aligned Adaptive MCDM Algorithm for Agricultural Service Selection in Bangladesh Machine Learning Based Heart Disease Prediction via Multi-Dataset Harmonization and Structural Validation “Can AI replace human connection?” A study exploring human connection and emotional companionship. BioOrbitX: An Explainable Cross-Tissue Framework for Prioritizing Spaceflight-Responsive Genes A Hybrid Rule-Augmented Stacked Ensemble Framework for Market Basket Completion with Leak-Free Customer History Explainable Heterogeneous Graph Neural Networks with Severity-Weighted Edges for Clinical Symptom-Disease Prediction A Diversity-Preserving Hybrid Initialization Genetic Algorithm for CUDA-Accelerated Set Union Knapsack Optimization An Analysis of the Financial Performance of National Credit and Commerce Bank PLC (NCC Bank PLC) Integrated Solar Tracking and Active Water Cooling for Enhanced Photovoltaic Performance: Experimental Validation and PVsyst-Based Techno-Economic Assessment Renewable Energy Adoption as a Catalyst for Business Value Creation: Evidence from Manufacturing Firms in Bangladesh DRAFT Merit-Order Economics of Free Governor Mode Operation: A Business-Analysis Framework for Heat-Rate-Based Dispatch Priority and Frequency-Regulation Value in the Bangladesh National Grid A Hybrid Attendance Monitoring Framework Using Fingerprint Authentication and FaceNet-SVM Recognition BC-LMF: A Leakage-Controlled Multimodal Fusion Framework for Breast-Cancer Hormone-Receptor Broken Tokenisers and Batch-Ordered Corpora: An Audit of Bangla Religious Hate Speech Detection TEDM-X: Transformer-Embedded Dirichlet Mixture Topic Discovery for Automatic and Interpretable Text Clustering GreenVision: A Sustainability-Focused Deep Learning Pipeline with Explainable AI for Multiclass Plant Pathogen Classification Company-Specific Deep Learning Models for Next-Day Stock Price Prediction: A Comparative Study Sustainable Edge Vision: An Energy-efficient Deep Learning for Crop Disease Detection RSSDL-IDS: A Real-Time Self-Supervised Deep Learning Framework for Detecting Known and Zero-Day Cyberattacks with Explainable Aler Beyond Point Accuracy: Regime-Conditional SHAP and Walk-Forward Validation for Australian GDP Growth Forecasting AgroConv-Eff: A Hybrid ConvNeXt–EfficientNetV2 Architecture with Adaptive Feature Gating for Multi-Crop Plant Disease Detection in Bangladeshi Agriculture. Multiclass Emotion Detection of Bangla Verse Text using NLP and Predictive Machine Learning Models NLP Beyond Balanced Benchmarks: Calibration, Uncertainty, and Deployment-Aware Evaluation of Prompt-Injection Detectors under Source Shift A Non-Destructive IoT-Based Multi-Sensor System for Fruit Preservative and Surface Coating Detection Memory Fossils in Large Language Models: A Mechanistic Framework for Quantifying Residual Latent Knowledge Post-Unlearning A Physics-Grounded Explainable AI Framework for False Data Injection Attack Detection in Smart Grids External Validation of a Three-Backbone Heterogeneous CNN Ensemble for Six-Class Skin Lesion Classification: A Cross-Dataset Study Explainable Heterogeneous Graph Neural Networks with Severity-Weighted Edges for Clinical Symptom-Disease Prediction Green Guard: A Convolutional Neural Network Based Desktop Application for Automated Crop Leaf Disease Detection and Advisory State-aware reactive curvature-constrained guidance method for agile UAV navigation in 3D environments Green Guard: A Convolutional Neural Network Based Desktop Application for Automated Crop Leaf Disease Detection and Advisory A Simulation-Based Machine Learning Framework for Quantum Noise-Channel Classification Performance Analysis of Frequency Governor Controllers under Implementing Free Governor Mode Operation in the Bangladesh National Grid RSMS: A FreeRTOS-Based Priority-Scheduled Architecture for Real-Time Multi-Hazard Detection Using Queue-Driven Task Communication and Bluetooth Alerting An Optimizing MAC Protocol for WBANs Managing Multi-class and Multi-load in IEEE 802.15.6 Superframes Using Hysteretic Q-learning Vision-Based Traffic Signal Control with an Enhanced Deep Q-Network: Evaluation and Reward Decomposition on a Camera-Derived Benchmark Beyond Balanced Benchmarks: A Deployment-Aware Evaluation of Prompt-Injection Detectors under Source Shift AI-Driven Transboundary Stacking Framework for Flash Flood Risk Prediction in the Sylhet Basin, Bangladesh A Rollback-Resistant Negotiation Protocol for Context-Adaptive Post-Quantum Key Encapsulation N.O.R.A.: A Multimodal Edge-AI Framework for Offline Context-Aware Intelligent Assistance Deep Sense: Deep Learning for Early Staging the Onset of Diabetes and Optimizing Insulin Dosages Emanating Recognition of Activity Patterns NPS Australia Submission System