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