SYSTEM 2023

Table of Contents

• Detection of DDoS Attacks with Gaussian Mixture Model 1-8 PDF
  Christian Napoli 0001, Alessandro Cecchetto, Giuseppa Conte
• The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset 9-16 PDF
  Agnieszka Polowczyk, Alicja Polowczyk
• Distance Estimation of Fixed Objects in Driving Environments 17-24 PDF
  Francesco Pro, Christian Napoli 0001, Giorgio Leporoni, Valerio Ponzi
• A NLP and YOLOv8-Integrated Approach for Enabling Visually Impaired Individuals to Interpret Their Environment 25-33 PDF
  Cristian Randieri, Lorenzo Mandelli, Roberta Avanzato
• Hydrogeological Risk Analysis Using Computer Vision Techniques 34-39 PDF
  Roberta Avanzato, Valerio Francesco Puglisi, Maria Grazia Borzì, Ludovica Beritelli, Salvatore Bellino, Francesco Beritelli
• A Fully Automatic Visual Attention Estimation Support System for A Safer Driving Experience 40-50 PDF
  Samuele Russo, Francesca Fiani, Christian Napoli 0001
• DPPL Hallway Tracker: Hospital Contact Tracing During the COVID-19 Pandemic 51-61 PDF
  Danilo Comminiello, Valerio Ponzi, Christian Marinoni
• Techniques for Recognising and Classifying Environmental Noise Using Deep Learning 62-67 PDF
  Cristian Randieri, Roberta Avanzato, Francesco Beritelli, Maria Grazia Borzì, Ludovica Beritelli
• Deep Learning for EEG-Based Motor Imagery Classification: Towards Enhanced Human-Machine Interaction and Assistive Robotics 68-74 PDF
  Imad Eddine Tibermacine, Nejia Boutarfaia, Ahmed Tibermacine, Samuele Russo
• A Machine Learning based Real-Time Application for Engagement Detection 75-84 PDF
  Samuele Russo, Emanuele Iacobelli, Christian Napoli 0001
• Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving 85-95 PDF
  Samuele Russo, Valerio Ponzi, Francesca Fiani