NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html The Impact of Generative Pre-trained Transformer and Large Language Models on Students’ Academic Performance FairMoE-Surv: A Fairness-Gated Neuro-Symbolic Mixture-of-Experts for Equitable Clinical Risk Prediction with Cross-Cohort Validation TriYield-XAI: An Explainable Ensemble model for Weather and Geospatial-Driven Aman, Aus, and Boro Yield Prediction in Bangladesh A Benchmark of Fake Review Detection Using Machine Learning in E-Commerce Device Optimization and Defect Analysis of Sr3BiCl3-Based Perovskite Solar Cells by SCAPS-1D CMSA-Net: Cross-Modal Sparse Attention and Generative Representation Repair for Multimodal Classification Under Missing Inputs Lung-Ensemble: A Secure Multi-Stage Diagnostic Pipeline for Multi-Class Respiratory Disease Detection using a Stacked Ensemble and Explainable AI Explainable Federated Learning for On-Chain UAV Trust Scoring in Blockchain-Based Medical Delivery Fabrication of Jute Latex Laminated Composite for Packaging Material A Techno-Economic Framework for Divisional Renewable Energy Cost Analysis across Bangladesh’s Grid Zones Using Machine Learning Optical Performance Analysis and Thickness Optimization of a MAPbI₃-Based Two-Terminal Perovskite Tandem Solar Cell Using FDTD Simulation RoadAccidentScenes: A comprehensive annotated image dataset of accident and non-accident scenes Latency-Aware Federated Learning for Network Intrusion Detection under Non-IID Data Reconciling Published Wave Energy Estimates for Coastal Bangladesh: A Comparative Analysis with MATLAB-Based Resource and Cost Reconstruction Leakage-Free, Calibrated, and Explainable Machine Learning for Heart-Disease Screening from Large-Scale BRFSS Survey Data BanglaCLR: Structure-Aware Contrastive Representation Learning for Bengali Character Recognition Multi-Class Chest Disease Classification from X-Rays Using PCA-Enhanced Vision Transformers and Multi-Method Explainability CALIBER: Pre-Generation Gated Image-Exemplar-Backed Retrieval-Augmented Generation for Trustworthy Dermoscopic Decision Support Broken Tokenisers and Batch-Ordered Corpora: An Audit of Bangla Religious Hate Speech Detection HemaStack: Harnessing Heterogeneous Stacking with Neural Meta-Learning and Dual Explainability for Cost-Effective Dengue Diagnosis Handwritten Prescription Recognition Through Transfer Learning Models Evaluation Under Multiple Dataset Partitions An Attention-Enhanced Lightweight CNN with Cross-Domain Robustness for Edge-Based Plant Disease Identification A Multi-View Sequence–Ensemble Fusion Model for Predicting Cancer-Associated microRNA–Gene Interactions Heterogeneous Relation-Aware Attention Improves Cold-Start miRNA–Disease Association Prediction Machine Learning–Driven Single-Cell RNA-Seq Analysis for Cell Classification, Feature Discovery, and Functional Annotation in Glioblastoma Four microRNAs as Prognostic Biomarkers for Overall Survival in Uterine Carcinosarcoma Automated Quality Control in Textiles: A Computer Vision Blended Approach to Fabric Defect Detection A Leakage-Aware Ordinal Machine Learning and Explainable AI Framework for Hidden Replication, Label Ambiguity, and Performance Inflation in Maternal Health Risk Prediction A leak free re-evaluation of augmented Alzheimers mri with deep neural network models Spatial Image Steganalysis Using Fixed SRM Preprocessing and SRNet A Machine Learning-Based Comparative Analysis of Rural and Urban Educational Inequality in Bangladesh Explanation Faithfulness under Intra-Language Distribution Shift in Low-Resource Bangla Sentiment Classification BC-LMF: A Leakage-Controlled Multimodal Fusion Framework for Breast-Cancer Hormone-Receptor AgroNeuro Guardian An Integrated IoT-TinyML Framework for Autonomous Irrigation Control and Flood Prevention in Precision Agriculture OsteoNet: Gated Multi-Scale Channel Calibration for Binary Knee Osteoarthritis Screening OmniCortex: A Hybrid Framework for Explainable Multimodal Brain Tumor Classification Multi-Class MRI Brain Tumor Classification Using a Hybrid EfficientNet-Attention Architecture Development and Preliminary Evaluation of Banana Stem Fiber-Based Biocomposite Using Natural Okra Mucilage and Rice Gum Binders Region Weighted Conditional GAN for Human Skin-Focused Grayscale Image Colorization Cross-Generational Transportability of Cognitive Risk Models: A SHAP-Based Analysis from Aging Adults to University Students An Edge-Cloud Smart Classroom System for Energy Efficiency with Intelligent Classroom and Exam Modes Numerical Assessment of Tidal Energy Resource and Generation Potential for Coastal Bangladesh Development of a Real-Time Fall Detection Prototype with Transition Dynamics Using an IR Camera and IoT Alert System A Probabilistic Consistency and Profile-Based Framework for Protein Multiple Sequence Alignment Multiclass Emotion Detection of Bangla Verse Text using NLP and Predictive Machine Learning Models When Three Policies Move at Once: Module Market Evidence for Rooftop Solar Procurement in Bangladesh Ordinal Annotation of Pre-Harvest Rose Maturity in Field Collected Images: Inter-Annotator Reliability and Feature-Space Analysis An Explainable Attention-Based Transformer Framework for Depression Detection Using Social Media Text An Intelligent Wearable Framework for Real-Time Harassment Detection Using Machine Learning NPS Australia Submission System