NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html Explainable Deep Learning-Based Breast Cancer Classification Using Histopathological Images: A Comparative Study of CNN and Vision Transformer Architectures SwinMLP-XAI: An Explainable Swin Transformer-Based Framework for Automated Detection of Tuberculosis in Chest Radiographs A Compact Multi Scale Attention CNN for Brain MRI Tumour Detection Under a Duplicate Aware Evaluation Protocol Quantifying Social Bias in LLMs for Bangla: A Likelihood-Based Comparative Analysis Brain Tumor MRI Classification Using Hybrid Model SegSwin-Net: A Segmentation-Guided Vision Transformer for Improved Leukemia Detection and Classification Post-Training INT8 Quantization of MobileNetV3 for Efficient Chest X-Ray Classification on Edge Devices Beyond SOH: A Composite Degradation Index with Uncertainty-Aware SOC Estimation for EV Batteries When Technostress Drains and Autonomy Protects: How Organizational Support Sustains Employee Well-Being in Hybrid Work When Fine Tuning Does Not Help: A Two Stage EfficientNet B0 Evaluation for Four Class Lung CT Classification on a Small Cohort A Robust Integrity Verification and Recovery Framework for Coarse-to-Fine Text Semantic Communication Against Model Tampering Attacks When Self-Correction Fails: Diagnosing Retrieval Coverage in Hallucination Mitigation for Large Language Models Explainable Federated Learning for Factory-Level Disease Burden Prediction in Bangladesh’s Ready-Made Garment Industry Multilabel Emotion Recognition Using a Label-Query Dynamic Dependency Network A RepVGG-Style Regional Token Transformer for Grape Leaf Disease Classification CyberMirror: Recovering Interpretable Attacker Reward Functions from Deep-RL Pentesting Agents via Inverse Reinforcement Learning A Comprehensive Structural Analysis of Zero-Day Attack Detection: Machine Learning Paradigms, Performance Trends, and Open Research Challenges Academic Citation and Trend Forecaster: A Simple Graph Neural Network Approach for Venue Prediction and Collaboration Forecasting Decentralizing Dengue Diagnostics: Federated Knowledge Distillation Across Heterogeneous Modalities via Edge Transpilation SOROLIPI: Automatic Bangla Image Captioning Using Deep Learning Based Toward Privacy-Preserving Federated Brain Tumor MRI Classification: A Hybrid CNN – Transformer Framework and Preliminary Evaluation An Efficient Protocol for Private Face Recognition Using Post-Quantum Secure Encryption Efficient Network Intrusion Detection Using Random Forest and Lightweight REST API Deployment Rethinking Noise Shaping in Differentially Private Federated LoRA: Why Isotropic Perturbation Wins. BanglaCLR: Structure-Aware Contrastive Representation Learning for Bengali Character Recognition Runoff Forecasting and Flood Risk Classification in Sunamganj: A Comparative Analysis of Statistical, Machine Learning, and Deep Learning Models TRACE-BN: Transferring Bangla-English Tutoring Behavior to a Sub-1B Offline Language Model Self-Supervised Contrastive Learning with Attention Refinement for Chest X-Ray Disease Classification A Phase-Wise Machine Learning-based Performance Evaluation in Flight Simulation Training Perspectra: A Layered, Provenance-Preserving Framework for Multi-Source News Event Synthesis EfficientNetV2S with End Ensemble for Robust Bangla Handwritten Character Recognition An AI-Based Legal Advisory System for Traffic Violation Verification Using Official Traffic Regulations Sustainable Energy Management in Bangladesh: A Comparative Study with Neighboring Countries 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 Air Quality Forecasting for Dhaka: Data Integrity over Model Complexity Two Public CKD Benchmarks Are Not Independent: A Reproducible Audit of Leakage, Cohort Separability, and Pseudo-External Validatio NeuroCrypt: A Privacy-Preserving Federated Learning Framework for Secure Brain–Computer Interface Data Sharing Android Mobile Malware Detection Using Machine Learning Pose-Based EKF-SLAM Using NDT Scan Matching and Loop Closure for Indoor Robot Navigation Influence of Color Space on GAN-Based Image Colorization with a Grayscale to Color Network Integrated Solar Tracking and Active Water Cooling for Enhanced Photovoltaic Performance: Experimental Validation and PVsyst-Based Techno-Economic Assessment Traffic Demand Regulation by an Intelligent Management System: A Case Study in Dhaka Privacy-Preserving Single-Lead Smartwatch ECG Monitoring for Multi-Class Arrhythmia Detection Techno-Economic Analysis of Hydrogen Storage- Based Solar Power Systems for Off-Grid Industrial Unified Risk Stratification for Postpartum Depression, Anxiety, and Birth Trauma Efficient Wound Segmentation Using Lightweight U-Net with Adaptive Skip Fusion and Wound-Specific Attention Mechanisms MediLink: Design and Validation of a Portable IoT System for Physiological Monitoring Feature Fusion Model for Efficient Skin Cancer Classification A Secure Architecture for Immutable and Verifiable OTA Firmware Updates for IoT Devices using Blockchain NPS Australia Submission System