| Vol-3684 urn:nbn:de:0074-3684-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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 2023
International Conference of Yearly Reports on Informatics, Mathematics, and Engineering.

### Proceedings of the 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering.

### Naples, July 28-31, 2023.

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

- Exploring Brain Tumor Segmentation and Patient Survival: An Interpretable Model Approach 1-8
  Valerio Ponzi, Giorgio De Magistris
- The Effectiveness of PCA in Decision Tree and Random Forest for Raisin Dataset 9-14
  Agnieszka Polowczyk, Alicja Polowczyk
- Enhancing Object Detection Robustness for Cross-Depiction Through Neural Style Transfer 15-20
  Francesca Fiani, Adriano Puglisi, Christian Napoli
- Script-Based Computation System for Lagrange Interpolating Polynomials 21-26
  Katarzyna Wiltos
- Detecting the Number of Bite Prehension of Ggrazing Cows in an Extensive System Using an Audio Recording Method 27-31
  Roberta Avanzato, Marcella Avondo, Francesco Beritelli, Francesco Di Franco, Serena Tumino
- Solar Wind Density Forecasting with U-Net and LSTM-based Neural Networks 32-38
  Emauele Iacobelli, Francesca Fiani, Christian Napoli
- Increased frame rate for Crowd Counting in Enclosed Spaces using GANs 39-45
  Adriano Puglisi, Francesca Fiani, Giorgio De Magistris
- Emotion Recognition in Noisy Environments: Performance Analysis using Convolutional Neural Networks 46-50
  Maria Grazia Borzì, Ludovica Beritelli, Valerio Francesco Puglisi, Roberta Avanzato, Francesco Beritelli
- Semi-mind controlled robots based on Reinforcement Learning for Indoor Application 51-59
  Ilyes Naidji, Ahmed Tibermacine, Walid Guettala, Imad Eddine Tibermacine
- Enhancing Efficiency and Safety Through Autonomous Navigation in the Intensive Care Unit 60-69
  Valerio Ponzi, Adriano Puglisi
- Enhancing Scene Realism through Neural Radiance Fields and Monocular Depth Estimation 70-76
  Giorgio De Magistris, Juan David Rodriguez, Christian Napoli

2023-05-02: submitted by Cristian Randieri, 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|