Full Description
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.
Contents
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.
