Smart Computing and Systems

This book constitutes the refereed proceedings of the 9th Global Symposium on Smart Computing and Systems, G3S 2025, held in Beni Mellal, Morocco, during November 27-29, 2025.

The 30 full papers included in this book were carefully reviewed and selected from 81 submissions. They were organized in topical sections as follows: Intelligent Models and Smart Decision Systems; Connected Intelligence and Distributed Architectures; and Secure, Trusted, and Data-Driven Ecosystems.

Intelligent Models and Smart Decision Systems. -
Empirical Study of Knowledge Graph Definitions. - User Rationality Impact In Competitive CP Environment. - Neural-Heuristic Tree of Thoughts for Augmented Sequential Reasoning in Large Language Models. - A Comparative Analysis of State-of-the-Art Multilingual Processing Systems. - CryptoGpt: An LLM-Driven Transfer Learning Approach to Cryptocurrencies Time Series Forecasting. - LLMs in Video Generation Pipelines: A Literature Review of Applications and Challenges. - Detection and Segmentation of Date Fruit Bunch Stalk Using YOLOv8 and SAM Algorithms. - Semantic Segmentation of Post-flood Images Using SegFormer. - Facial Expression Recognition Using 3D Triangular Meshes and Graph Convolutional Networks. - Radial Basis Function Neural Networks for Collision Learning and Mask Detection in Image Inpainting. - A Neural Recommender for Diverse Course Suggestions in Online Learning. - Boosted Machine Learning for Fast CU Split Decision in 3D-HEVC Depth Map Intercoding. - Artificial Intelligence Approaches in Genomic Disease Prediction. - Adaptive Deep Learning-Based Energy Control for Autonomous Vehicles under Variable Passenger Loads and Dynamic Adhesion Conditions. -
Connected Intelligence and Distributed Architectures. -
Hybrid Clustering Approach Using K-Means, SOM, and DDC for User Mobility Management in Fog Environments. - Machine Learning Based Task Offloading for Energy and Execution Time Efficient IoT Devices in MEC Environments. - Trajectory Planning based on RL Swarm Approach Applied to the Palm Harvesting System. - UAV-CacheTrace v1. 0: A 140-Million-Row Synthetic Mobility--Content Trace for Aerial Edge-Caching and Trajectory Planning Research. - A Novel AI Based Embedded System for Intelligent Solar Tracking to Enhance Renewable Energy Utilization. - Accelerating Influenza Antiviral Discovery with BOINC Computing. - Casablanca: Morocco s Smart City Prototype. -
Secure, Trusted, and Data-Driven Ecosystems. -
An Optimized Deep Neural Network for SMS Phishing Detection: A Reliable and Efficient Approach to Mobile Threat Mitigation. - An Advanced Denoising Stacked Autoencoder Model for Securing 5G Networks Against Viruses. - Beyond Bag-of-Words: Transformers for Robust Cyberbullying Detection on Twitter. - Improving Log-based Anomaly Detection with Deep Learning Models. - Enhanced Logistic-Rational Map Chaotic for Cryptographic Applications. - Lightweight PUF-Based Authentication Protocol for IoT. - Federated Learning for Credit Card Fraud Detection: A Comparative Study of Logistic Regression, Random Forest, and XGBoost. - Ethical Challenges of AI in Public Recruitment in Morocco. - Secure an Autonomous Driving System Using Deep Reinforcement Learning: A Simulation Based Study in CARLA.