ICYRIME 2022
Yearly Reports on Informatics, Mathematics, and Engineering

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