| Vol-3398 urn:nbn:de:0074-3398-0 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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).

# ICYRIME 2022
Yearly Reports on Informatics, Mathematics, and Engineering

### Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering

### Catania, Italy, August 26-29, 2022.

Edited by

### Rocco Fazzolari *
Alaa Abdulhady Jaber **

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

## Table of Contents

- A Parameters-based Heart Disease Prediction Model 1-8
  Jakub Gurgul, Adam Paździerz, Dawid Wydra
- A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data 9-15
  Valerio Ponzi, Samuele Russo, Agata Wajda, Christian Napoli
- Optimal Data Analysis Methods for Email Spam Detector Using KNNs and Bayes Classifierss 16-23
  Aleksandra Schoepe, Magdalena Góras, Szymon Kiełkowski
- FPGA Implementation Strategies for Efficient Machine Learning Systems 24-29
  Cristian Randieri, Valerio Francesco Puglisi
- A Custom Learning Algorithm for Disease Prediction 30-35
  Antoni Zuber, Dominik Mas, Jakub Rejdych, Michał Rojczyk
- An Automatic CNN-driven Face Mask Detection Algorithm Tested During the COVID-19 Pandemics 36-41
  Giorgio De Magistris, Emanuele Iacobelli, Rafał Brociek, Christian Napoli
- Tree-based Algorithms for Cardiovascular Disease Prediction 42-51
  Mateusz Filipek
- A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction 52-58
  Valerio Ponzi, Emanuele Iacobelli, Christian Napoli, Janusz Starczewski
- Blockchain and Self-Sovereign Identity for Public Administration 59-65
  Michele Dell’Era
- Algorithms for an Integrated Disease Database Management 66-72
  Kamil Kowalczyk, Grzegorz Koperwas
- Design of a Software Defined Radio Using Soc Builder 73-77
  Cristian Randieri, Valerio Francesco Puglisi
- Multi-Valued Logic Digital Circuits for Realizing a Complete Computer Architecture 78-89
  Alessandro Simonetta, Maria Cristina Paoletti, Alessio Venticinque

2023-04-26: submitted by Rocco Fazzolari, metadata incl. bibliographic data published under Creative Commons CC0
2023-05-19: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|