SYSTEM 2025
11th Sapienza Yearly Symposium of Technology, Engineering and Mathematics

Table of Contents

• AI-Powered Platform for Comprehensive Diabetes Management 1-15
  Yousra Beldjebel, Meftah Zouai, Ahmed Aloui, Ilyes Naidji
• A Regression Model For Alzheimer’s Disease Progression Using The ADNI Database 16-23
  Samuele Russo, Simone Tondi, Valerio Ponzi
• EEG Anomalies Detection and Removal Using Generative Adversarial Networks 24-34
  Amine Ahardane, Silverio Manganaro, Roberta Avanzato
• Estimating Radiation Exposure through Ray Tracing Simulation 35-42
  Elisa Foderaro, Rosanna Greco, Giorgio De Magistris
• Crop Classification Using Machine Learning Techniques: a Comparative Study 43-50
  M’hamed Mancer, Sadek Labib Terrissa, Soheyb Ayad
• Deep Learning Algorithms for Fragmented Solid Objects Classification 51-58
  Pasquale Santaniello, Valerio Ponzi, Roberta Avanzato
• Anti-spoofing Detection Based on Hierarchical Spatio-Temporal Representation 59-66
  Souad Khellat-Kihel, Ahmed Tibermacine
• Adversarially-Guided 3D Shape Deformation via Differentiable Rendering and 2D Supervision 67-74
  Andrea Gevasio, Christian Napoli, Katarzyna Nieszporek
• A Systematic Literature Review of Crop Recommendation Systems for Agriculture 4.0 75-83
  M’hamed Mancer, Sadek Labib Terrissa, Soheyb Ayad
• Unsupervised Anomaly Detection in Industrial Image Data with Autoencoders 84-91
  Tulsi Kumar, Gautam Malik, Adriano Puglisi
• An in-depth Investigation Into the Application of Flash Memory In a Business Intelligence Database Environment 92-108
  Cheikh Salmi, Nour El-Houda Senoussi, Djoumana Chaal, Mohamed Boudjadi
• Advancing Visual Recognition with Kolmogorov-Arnold Networks: A Novel Hybrid Architecture for Edge Computing Applications 109-117
  Oleksandr Kuznetsov, Emanuele Frontoni, Yelyzaveta Kuznetsova, Marco Amesano, Cristian Randieri
• Detection of Sensor Irregularities in Fitness Time Series 118-126
  Rayappa David Amar Raj, Bota Dusenbi, Kanasottu Anil Naik, Sreenu Sunkaraboina