| Vol-3992 urn:nbn:de:0074-3992-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

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

### Proceedings of the 11th Sapienza Yearly Symposium of Technology, Engineering and Mathematics

### Rome, June 4-6, 2025.

Edited by

### Rocco Fazzolari *
Alaa Abdulhady Jaber **
Cristian Randieri ***

* University of Rome Tor Vergata, Italy
** University of Technology, Iraq
*** eCampus University, Italy

## 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

2025-06-06: submitted by Cristian Randieri, metadata incl. bibliographic data published under Creative Commons CC0
2025-07-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|