FMDB Transactions on Sustainable Intelligent Networks
2025 Vol.2 No.4

ISSN: 2998-8810


Editor: Leo Willyanto Santoso

Pages Title and author(s)
176-189 Intelligent Crop Disease Prediction Using Spatio-Temporal Graph Neural Networks S. Rubin Bose, J. Angelin Jeba, N. Christy Evangeline, R. Regin, M. Mohammad Sameer Ali, S. J. Vimal Aravintha Keywords: Command-Line Interface (CLI); Remote Sensing; Precision Agriculture; Artificial Intelligence (AI); Geospatial Modelling; Sustainable Farming; Graph Neural Networks (GNNs); Graph Convolutional Networks (GCN); Graph Attention Networks (GAT). DOI: 10.69888/FTSIN.2025.000549
190-197 Generative AI-Enhanced Robust Planning: Stress-Testing the Distribution Grid with Conditional Diffusion Models for AI Load Hyper-Growth Mitigation Sivaprakash Sunkara Keywords: Generative AI; Distribution Grid; Diffusion Models; Load Planning; Grid Resilience; Data Interpolation; Telecommunication Infrastructure; Monte Carlo Approaches. DOI: 10.69888/FTSIN.2025.000550
198-206 Combating Fraudulent Content Creation in AI Language Models with Trustworthy Algorithms Sahaj Bhandari Keywords: Impostor Content; AI Language Models; Reliable Algorithms; Sentiment Analysis; Contextual Understanding; Artificial Intelligence; Natural Language Processing; Research and Learning. DOI: 10.69888/FTSIN.2025.000551
207-222 Integrating Machine Learning for Dynamic Vehicle Routing Problem Optimisation: A Comparative Study and Case Analysis Marouane El Abbassi, Karim Rhofir, Najib Mouhassine Keywords: Vehicle Routing Problem (VRP); Operational Expenses; Dynamic Routing (DR); Reinforcement Learning (RL); Optimisation and Operations; Customer Satisfaction. DOI: 10.69888/FTSIN.2025.000552
223-231 Design and Implementation of an IoT-Based Smart Agriculture Automatic Irrigation System Using a Drone in Rwanda Ukundabarezi Jean Methode Keywords: Internet of Things (IoT); Smart Agriculture; Automatic Irrigation; Soil Moisture; Crop Health; Real-Time Monitoring; Water Management; Resource Management. DOI: 10.69888/FTSIN.2025.000553