NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html Explainable Calibrated Hierarchical XLM-R for Bilingual PHQ-9 Depression Severity Classification Physics and Communication-Aware Remote Terminal Unit Cyberattacks Detection and Classification for Smart Energy Grids Rice Leaf Disease Classification Using Fine-Tuned ResNet152V2: Benchmarking CNN Models Explainable Machine Learning for Regional Load-Shedding Severity Classification Using Supply-Side Constraints in Bangladesh Multimodal Autonomous Drone Surveillance for Campus Security: YOLO11-Based Person and ID-Card Detection with Acoustic Threat Classification A Multi-Factor Smart Motorcycle Ignition Interlock with Face Recognition, Helmet Verification, and Alcohol Screening PP-GBD: Privacy-Preserving Graph Neural Botnet Detection in Encrypted Traffic A Bangla Speech Dataset for Sentence Type and Emotion Classification Using Traditional Machine Learning SpearXAI-Org: Target-Context-Aware Benchmark and Explainable Hybrid Reference Framework for LLM-Assisted Spear-Phishing Detection MediNetLite: A Resource Efficient Ultra Lightweight CNN for Medicinal Leaf Recognition in Bangladeshi Weed-Infested Area Conflict Aware Trust-Based Aggregation for Poisoning Resistant Federated Medical Image Classification UniPedFormer: A Unified Single-Stage Vision Transformer for Joint Pedestrian Detection and Trajectory Prediction Twenty-Five Years of Air Quality in Bangladesh: Trends, Seasonality, and Spatial Pollution Regimes Wide & Deep FAHN: A Fuzzy Attention Hybrid Network for E-Commerce Purchase Prediction with Sequence and Statistical Feature Fusion Recurrent Graph Reinforcement Learning Framework for Task Offloading in Internet of Vehicles NOTEBRIDGE: A Framework for Real-Time Multimodal Lecture Note-Taking with Evolving Knowledge State YOLO-HVConv: A Horizontally-Vertically Aware YOLO for Road Damage Detection What Actually Drives Profit in Telecom Churn Retention: Profit-Aligned Targeting versus Accuracy and Calibration ANN and LSTM Models for Hourly Power Prediction of a Tropical Floating Photovoltaic System Enhanced Climate Forecasting in Northeastern Bangladesh using Hybrid SARIMA-ANN Models Techno-Economic Optimization of a Battery Energy Storage System for a Tropical Floating Photovoltaic Plant Cross-Corpus Transfer and Label-Calibrated Learning for Imbalanced Multi-Label Bangla Hate Speech Detection Q-Learning-Based Degradation-Aware BESS Management for Agricultural Microgrids An Explainable Machine Learning Framework for Cyberbullying Detection in Social Media Comments: Hybrid Lexical–Sublexical Modeling with Global and Local Explanations A Machine-Learning Surrogate Framework for Designing and Optimizing the Char Nizam Off-Grid Hybrid Power System in Bangladesh Amar Surokha: An Integrated Mobile Application for Spatiotemporal Crime Prediction and Emergency Contact Management Early Detection of Traffic Congestion Before Breakdown: A Spatiotemporal Warning Framework for Intelligent Transportation Systems Blockchain-Assisted Temporal Graph Learning for Trustworthy Supply Chain Forecasting: A Bangladesh Case Study PhysicsMate: A Curriculum-Grounded Bengali Benchmark for Secondary Physics QA with Small-Model Adaptation Retrospective Landmark Classification of Recorded Administrative Student Dropout Status from University Records A Trust-Weighted Blockchain Framework Coupling AI-Driven Risk Scoring with Bounded Sybil-Resistant Stake Economics Evaluating Functional-Connectivity Representations for Cross-Site Autism Spectrum Disorder Classification Under Site-Held-Out Validation Personalized Thyroid Disorder Diagnosis System through Adaptive Expert Routing and Intelligent Selection QUBO-Inspired Simulated Annealing for Job-Shop Scheduling: A Benchmark Comparison with Classical Dispatching Heuristics SoC-Aware Adaptive Power Management for Multi-Source Energy Harvesting in Smartphone Charging DRIG-Net: A Dynamic Renewable Interaction Graph Framework for Latent Operating State Analysis Supercapacitor-Based Energy Storage for Residential PV Applications: A Quantitative Comparative Study ProtoDS-MHIM: A Prototype-Enhanced DSMIL Framework with Teacher-Guided MHIM for Metastatic Breast Cancer Detection in Lymph-Node Whole-Slide Images L2L-Pix: A Training-Free Pixel Replacement Method to Mitigate Unlabeled Noise in Patch-Based Hyperspectral Image Classification Data Leakage and the Limits of Attention: A Significance-Tested Benchmark for Solar Panel Fault Detection HP-MMFA: Mobility-Aware Min-Max Resource Allocation for Vehicular Cloud Computing TriYield-XAI: An Explainable Ensemble model for Weather and Geospatial-Driven Aman, Aus, and Boro Yield Prediction in Bangladesh Global Diabetes Mortality Analysis: A Reproducible WHO Data-Driven Study of Trends, Regional Disparities, and Prevalence-Mortality Relationships (2000–2014) A Low-Cost Multi-Layer Water Filtration Prototype: Design and Experimental Evaluation “Can AI replace human connection?” A study exploring human connection and emotional companionship. Robustness-Aware Fire & Smoke Detection: An XAI-Guided Diagnosis-to-Mitigation Framework Defect-Aware Hybrid Attention and Anchor Optimization for Automated PCB Defect Detection in Industrial Inspection Evaluation Blind Spots in IEC 60870-5-104 Intrusion Detection: Beyond Attack-Only Metrics Beyond Ground Truth: A Heuristic Unsupervised Quality Assurance Engine for Diagnosing Calibrational Blindness in Dental Segmentation NPS Australia Submission System