| Vol-3118 urn:nbn:de:0074-3118-1 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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 2021
International Conference of Yearly Reports on Informatics Mathematics, and Engineering 2021

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

### Online, July 9, 2021.

Edited by

### Rocco Fazzolari *
Alaa Abdulhady Jaber **

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

## Table of Contents

- Montecarlo Methods to Efficently Compute Volume of Solids 1-9
  Kamil Czapla, Mariusz Pleszczyński
- Metrics for Identifying Bias in Datasets 10-17
  Alessandro Simonetta, Andrea Trenta, Maria Cristina Paoletti, Antonio Vetrò
- Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm 18-25
  Katarzyna Prokop
- Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study 26-33
  Valerio Ponzi, Samuele Russo, Valerio Bianco, Christian Napoli, Agata Wajda
- Water Potability Classification using Neural Networks 34-39
  Patryk Rozynek, Michal Rozynek
- FPGA Implementation of a BPSK Modulator with Frequency Hopping 40-44
  Francesco Beritelli, Giacomo Capizzi, Corrado Rametta, Christian Napoli
- Detecting Phishing Websites by using Neural Network Models 45-50
  Dominika Zurawska
- Supporting Impaired People with a Following Robotic Assistant by means of End-to-End Visual Target Navigation and Reinforcement Learning Approaches 51-63
  Nguyen Ngoc Dat, Valerio Ponzi, Samuele Russo, Francesco Vincelli
- A Controlling LEGO Linefollower Vehicle with Neural Networks 64-70
  Jakub Maćkowiaka, Sandra Świeczak, Bartosz Wanot
- First Studies to Apply the Theory of Mind Theory to Green and Smart Mobility by Using Gaussian Area Clustering 71-76
  Nicolo’ Brandizzi, Samuele Russo, Rafał Brociek, Agata Wajda
- A Fuzzy Logic Based Autonomous Car Simulation in Unity 77-84
  Justyna Walotek, Jagoda Oleksiak, Pawel Cebula, Adam Stanek, Mateusz Szczypinski
- Machine Learning Methods for Computer Vision 85-89
  Eros Innocenti, Alessandro Vizzarri
- Prediction of Refrigeration System Performance Using Artificial Neural Networks 90-98
  Iyad Lafta Majid, Ahmed A. M. Saleh, Alaa Abdulhady Jaber

2022-04-07: submitted by Rocco Fazzolari, metadata incl. bibliographic data published under Creative Commons CC0
2022-04-11: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|