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