SYSTEM 2023
9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023

Table of Contents

Summary: There were 21 papers submitted for peer-review to this symposium. Out of these, 11 papers were accepted for this volume.

• Detection of DDoS Attacks with Gaussian Mixture Model 1-8
  Alessandro Cecchetto , Giuseppa Conte , Christian Napoli
• The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset 9-16
  Agnieszka Polowczyk , Alicja Polowczyk
• Distance Estimation of Fixed Objects in Driving Environments 17-24
  Giorgio Leporoni , Valerio Ponzi , Francesco Pro , Christian Napoli
• A NLP and YOLOv8-Integrated Approach for Enabling Visually Impaired Individuals to Interpret Their Environment 25-33
  Roberta Avanzato , Lorenzo Mandelli , Cristian Randieri
• Hydrogeological Risk Analysis Using Computer Vision Techniques 34-39
  Maria Grazia Borzì , Ludovica Beritelli , Valerio Francesco Puglisi , Roberta Avanzato , Francesco Beritelli , Salvatore Bellino
• A Fully Automatic Visual Attention Estimation Support System for A Safer Driving Experience 40-50
  Francesca Fiani , Samuele Russo , Christian Napoli
• DPPL Hallway Tracker: Hospital Contact Tracing During the COVID-19 Pandemic 51-61
  Christian Marinoni , Valerio Ponzi , Danilo Comminiello
• Techniques for Recognising and Classifying Environmental Noise Using Deep Learning 62-67
  Ludovica Beritelli , Maria Grazia Borzì , Cristian Randieri , Roberta Avanzato , Francesco Beritelli
• Deep Learning for EEG-Based Motor Imagery Classification: Towards Enhanced Human-Machine Interaction and Assistive Robotics 68-74
  Nejia Boutarfaia , Samuele Russo , Ahmed Tibermacine , Imad Eddine Tibermacine
• A Machine Learning based Real-Time Application for Engagement Detection 75-84
  Emanuele Iacobelli , Samuele Russo , Christian Napoli
• Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving 85-95
  Francesca Fiani , Valerio Ponzi , Samuele Russo