Christian Napoli | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Enhancing Sentiment Analysis on SEED-IV Dataset with Vision Transformers: A Comparative Study	ACM International Conference Proceeding Series	2023
Solar Wind Density Forecasting with U-Net and LSTM-based Neural Networks	Proceedings of the 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering. (ICYRIME 2023), Naples, July 28-31, 2023.	2023
A Machine Learning based Real-Time Application for Engagement Detection	SYSTEM 2023 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023	2023
A Fully Automatic Visual Attention Estimation Support System for A Safer Driving Experience	CEUR Workshop Proceedings	2023
Enhancing Object Detection Robustness for Cross-Depiction Through Neural Style Transfer	CEUR Workshop Proceedings	2023
Enhancing Scene Realism through Neural Radiance Fields and Monocular Depth Estimation	CEUR Workshop Proceedings	2023
Distance Estimation of Fixed Objects in Driving Environments	SYSTEM 2023 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023	2023
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19	INFORMATION	2022
Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control	EXPERT SYSTEMS WITH APPLICATIONS	2022
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction	Lecture Notes in Computer Science	2022
Application of Heuristic Algorithms in the Tomography Problem for Pre-Mining Anomaly Detection in Coal Seams	SENSORS	2022
Therapeutic educational robot enhancing social interactions in the management of obesity	FRONTIERS IN ROBOTICS AND AI	2022
A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems	JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH	2022
Semantic Hashing for Fast Solar Magnetogram Retrieval	JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH	2022
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset	OBM NEUROBIOLOGY	2022
Multilayer Plasmonic Nanostructures for Improved Sensing Activities Using a FEM and Neurocomputing-Based Approach	SENSORS	2022
Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits	INFORMATION	2022
An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics	CEUR Workshop Proceedings	2022
A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data	CEUR Workshop Proceedings	2022
A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction	CEUR Workshop Proceedings	2022

Progetti di Ricerca

HERMES (WIRED) - Healthcare Emergency Resources for Mass Epidemics Sustainability (With Intelligent, Robotic, and Embedded Devices)