Pubblicazioni di Napoli Christian

2025

De Magistris G., Guercio L., Starna F., Russo S., Kryvinska N., Napoli C.

A Real-Time Support with Haptic Feedback for Safer Driving Using Monocular Camera. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025: 161-174

Tibermacine I. E., Russo S., Citeroni F., Mancini G., Rabehi A., Alharbi A. H., El-kenawy E. -S. M., Napoli C.

Adversarial denoising of EEG signals: a comparative analysis of standard GAN and WGAN-GP approaches. FRONTIERS IN HUMAN NEUROSCIENCE 2025: -

Ponzi V., Napoli C.

Graph Neural Networks: Architectures, Applications, and Future Directions. IEEE ACCESS 2025: 62870-62891

Brociek R., Szczotka J., Pleszczynski M., Nanni F., Napoli C.

Investigation of the Internal Structure of Hard-to-Reach Objects Using a Hybrid Algorithm on the Example of Walls. ENTROPY 2025: 1-18

Mandelli L., Dankwart C., Napoli C.

Motion stage precision prediction for photonic integrated circuit assembly. JOURNAL OF INTELLIGENT MANUFACTURING 2025: -

Ponzi V., Comito L., Napoli C.

PNMLR: Enhancing Route Recommendations With Personalized Preferences Using Graph Attention Networks. IEEE ACCESS 2025: 57465-57475

Grycuk R., Scherer R., De Magistris G., Napoli C.

Real-time detection and classification of active regions from solar images using sector-based hashing. JOURNAL OF COMPUTATIONAL SCIENCE 2025: -

Randieri Cristian, Pollina Andrea, Puglisi Adriano, Napoli Christian

Smart Glove: A Cost-Effective and Intuitive Interface for Advanced Drone Control. DRONES 2025: -

2024

Iacobelli E., Pelella D., Ponzi V., Russo S., Napoli C.

A Fast and Accessible Neural Network Based Eye-Tracking System for Real-Time Psychometric and HCI Applications. CEUR Workshop Proceedings 2024: 32-41

Russo S., Tibermacine I. E., Tibermacine A., Chebana D., Nahili A., Starczewscki J., Napoli C.

Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study. FRONTIERS IN HUMAN NEUROSCIENCE 2024: -

Ligato Irene, De Magistris Giorgio, Dilaghi Emanuele, Cozza Giulio, Ciardiello Andrea, Panzuto Francesco, Giagu Stefano, Annibale Bruno, Napoli Christian, Esposito Gianluca

Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches. DIAGNOSTICS 2024: 1-11

Bouchelaghem S., Tibermacine I. E., Balsi M., Moroni M., Napoli C.

Cross-Domain machine learning approaches using hyperspectral imaging for plastics litter detection. 2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) 2024: 36-40

Napoli C., Napoli C., Ponzi V., Puglisi A., Russo S., Tibermacine I. E.

Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers. CEUR Workshop Proceedings 2024: 1-10

Nail B., Djaidir B., Tibermacine I. E., Napoli C., Haidour N., Abdelaziz R.

GAS TURBINE VIBRATION MONITORING BASED ON REAL DATA AND NEURO-FUZZY SYSTEM. DIAGNOSTYKA 2024: 1-9

Ladjal B., Tibermacine I. E., Bechouat M., Sedraoui M., Napoli C., Rabehi A., Lalmi D.

Hybrid models for direct normal irradiance forecasting: a case study of Ghardaia zone (Algeria). NATURAL HAZARDS 2024: -

Faciglia Salvatore, Betello Filippo, Russo Samuele, Napoli Christian

Learning visual stimulus-evoked EEG manifold for neural image classification. NEUROCOMPUTING 2024: -

Nail B, Atoussi Ma, Saadi S, Tibermacine Ie, Napoli C

Real-Time Synchronisation of Multiple Fractional-Order Chaotic Systems: An Application Study in Secure Communication. FRACTAL AND FRACTIONAL 2024: -

Russo S., Fiani F., Napoli C.

Remote Eye Movement Desensitization and Reprocessing Treatment of Long-COVID- and Post-COVID-Related Traumatic Disorders: An Innovative Approach. BRAIN SCIENCES 2024: -

Brociek R, Goik M, Miarka J, Pleszczynski M, Napoli C

Solution of Inverse Problem for Diffusion Equation with Fractional Derivatives Using Metaheuristic Optimization Algorithm. INFORMATICA 2024: 453-481

Corvitto L., Faiella L., Napoli C., Puglisi A., Russo S.

Speech and Language Impairment Detection by Means of AI-Driven Audio-Based Techniques. CEUR Workshop Proceedings 2024: 19-31

Grycuk R., De Magistris G., Napoli C., Scherer R.

Toward Real-Time Solar Content-Based Image Retrieval. Computational Science – ICCS 2024. 24th International Conference, Malaga, Spain, July 2–4, 2024, Proceedings, Part I 2024: 107-120

2023

Ciancarelli C., De Magistris G., Cognetta S., Appetito D., Napoli C., Nardi D.

A GAN Approach for Anomaly Detection in Spacecraft Telemetries. Lecture Notes in Networks and Systems 2023: 393-402

Lapa K., Rutkowska D., Byrski A., Napoli C.

A NEW APPROACH TO DETECTING AND PREVENTING POPULATIONS STAGNATION THROUGH DYNAMIC CHANGES IN MULTI-POPULATION-BASED ALGORITHMS. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH 2023: 289-306

Alfarano A., De Magistris G., Mongelli L., Russo S., Starczewski J., Napoli C.

A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023: 3-16

Fiani F., Russo S., Napoli C.

An Advanced Solution Based on Machine Learning for Remote EMDR Therapy. TECHNOLOGIES 2023: -

Baiocchi A., Giagu S., Napoli C., Serra M., Nardelli P., Valleriani M.

Artificial neural networks exploiting point cloud data for fragmented solid objects classification. MACHINE LEARNING: SCIENCE AND TECHNOLOGY 2023: -

Maglianella L., Nicoletti L., Giagu S., Napoli C., Scardapane S.

Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition. COMPUTING AND SOFTWARE FOR BIG SCIENCE 2023: -

Tibermacine I. E., Tibermacine A., Guettala W., Napoli C., Russo S.

Enhancing Sentiment Analysis on SEED-IV Dataset with Vision Transformers: A Comparative Study. ACM International Conference Proceeding Series 2023: 238-246

Brociek R., Hetmaniok E., Napoli C., Capizzi G., Slota D.

Estimation of aerothermal heating for a thermal protection system with temperature dependent material properties. INTERNATIONAL JOURNAL OF THERMAL SCIENCES 2023: -

Iacobelli E., Ponzi V., Russo S., Napoli C.

Eye-Tracking System with Low-End Hardware: Development and Evaluation. INFORMATION 2023: -

Brociek R., Hetmaniok E., Napoli C., Capizzi G., Slota D.

Identification of aerothermal heating for thermal protection systems taking into account the thermal resistance between layers. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER 2023: 124772-

Iacobelli E., Fiani F., Napoli C.

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: 32-38

Brandizzi N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., Napoli C.

Unsupervised Pose Estimation by Means of an Innovative Vision Transformer. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023: 3-20

De Magistris G., Comminiello D., Napoli C., Starczewski J. T.

Visual odometry with depth-wise separable convolution and quaternion neural networks. CEUR Workshop Proceedings 2023: 70-80

2022

Ponzi V., Russo S., Wajda A., Napoli C.

A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data. CEUR workshop proceedings 2022: 9-15

Starczewski J. T., Przybyszewski K., Byrski A., Szmidt E., Napoli C.

A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH 2022: 197-206

DE MAGISTRIS Giorgio, Romano Matteo, Starczewski Janusz, Napoli Christian

A Novel DWT-based Encoder for Human Pose Estimation. SYSYEM 2022: 8th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics, Brunek, July 23, 2022 2022: -

Ponzi V., Iacobelli E., Napoli C., Starczewski J.

A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction. CEUR workshop proceedings 2022: 52-58

Brandizzi N., Russo S., Galati G., Napoli C.

Addressing Vehicle Sharing through Behavioral Analysis: A Solution to User Clustering Using Recency-Frequency-Monetary and Vehicle Relocation Based on Neighborhood Splits. INFORMATION 2022: 511-

De Magistris G., Iacobelli E., Brociek R., Napoli C.

An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics. CEUR workshop proceedings 2022: 36-41

De Magistris Giorgio, Russo Samuele, Roma Paolo, Starczewski Janusz T., Napoli Christian

An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19. INFORMATION 2022: -

Ponzi Valerio, Russo Samuele, Agata Wajda, Rafa Brociek, Napoli Christian

Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models. CEUR workshop proceedings 2022: 55-63

Brociek Rafał, Pleszczyński Mariusz, Zielonka Adam, Wajda Agata, Coco Salvatore, Lo Sciuto Grazia, Napoli Christian

Application of Heuristic Algorithms in the Tomography Problem for Pre-Mining Anomaly Detection in Coal Seams. SENSORS 2022: -

Napoli Christian, DE MAGISTRIS Giorgio, Ciancarelli Carlo, Corallo Francesco, Russo Francesco, Nardi Daniele

Exploiting Wavelet Recurrent Neural Networks for satellite telemetry data modeling, prediction and control. EXPERT SYSTEMS WITH APPLICATIONS 2022: -

Pepe S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., Napoli C.

Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset. OBM NEUROBIOLOGY 2022: 1-1

Lo Sciuto G., Napoli C., Kowol P., Capizzi G., Brociek R., Wajda A., Slota D.

Multilayer Plasmonic Nanostructures for Improved Sensing Activities Using a FEM and Neurocomputing-Based Approach. SENSORS 2022: -

Grycuk Rafał, Scherer Rafał, Marchlewska Alina, Napoli Christian

Semantic Hashing for Fast Solar Magnetogram Retrieval. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH 2022: 299-306

Prosperi E., Guidi G., Napoli C., Gnessi L., Iocchi L.

Therapeutic educational robot enhancing social interactions in the management of obesity. FRONTIERS IN ROBOTICS AND AI 2022: 895039-

DE MAGISTRIS Giorgio, Caprari Riccardo, Castro Giulia, Russo Samuele, Iocchi Luca, Nardi Daniele, Napoli Christian

Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction. Lecture Notes in Computer Science 2022: 310-325

2021

Marcotrigiano Vincenzo, Stingi Giacomo Domenico, Fregnan Simona, Magarelli Pantaleo, Pasquale Pietro, Russo Samuele, Orsi Giovanni Battista, Montagna Maria Teresa, Napoli Christian, Napoli Christian

An Integrated Control Plan in Primary Schools: Results of a Field Investigation on Nutritional and Hygienic Features in the Apulia Region (Southern Italy). NUTRIENTS 2021: 1-14