Roberto Prevete
Università degli Studi di Napoli Federico II
H-index: 20
Europe-Italy
Top articles of Roberto Prevete
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Dynamic identification methods and artificial intelligence algorithms for damage detection of masonry infills | Journal of Civil Structural Health Monitoring | Alessandra De Angelis Antonio Bilotta Maria Rosaria Pecce Andrea Pollastro Roberto Prevete | 2024/4/11 |
Towards a general framework for improving the performance of classifiers using XAI methods | arXiv preprint arXiv:2403.10373 | Andrea Apicella Salvatore Giugliano Francesco Isgrò Roberto Prevete | 2024/3/15 |
Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning | arXiv preprint arXiv:2401.13796 | Andrea Apicella Francesco Isgrò Roberto Prevete | 2024/1/24 |
Hidden classification layers: Enhancing linear separability between classes in neural networks layers | Pattern Recognition Letters | Andrea Apicella Francesco Isgrò Roberto Prevete | 2024/1/1 |
Impact of nutritional factors in blood glucose prediction in type 1 diabetes through machine learning | IEEE Access | Giovanni Annuzzi Andrea Apicella Pasquale Arpaia Lutgarda Bozzetto Sabatina Criscuolo | 2023/2/13 |
The Targets of Opportunity Source Catalog for the EUSO-SPB2 Mission | arXiv preprint arXiv:2312.00920 | Hannah Wistrand Tobias Heibges Jonatan Posligua Claire Guépin Mary Hall Reno | 2023/12/1 |
On the effects of data normalization for domain adaptation on EEG data | Engineering Applications of Artificial Intelligence | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/8/1 |
Analysis of EAS-like events detected by the Mini-EUSO telescope | POS PROCEEDINGS OF SCIENCE | G Sammartino G Pretto S Abe JH Adams D Allard | 2023 |
Adaptive filters in graph convolutional neural networks | Pattern Recognition | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/12/1 |
Strategies to exploit XAI to improve classification systems | Andrea Apicella Luca Di Lorenzo Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/7/26 | |
SHAP-based explanations to improve classification systems | Andrea Apicella Salvatore Giugliano Francesco Isgrò Roberto Prevete | 2023 | |
Toward the Improvement of Probabilistic Classifiers Using Ontologies | Andrea Apicella Anna Corazza Francesco Isgrò Roberto Prevete | 2023/10/25 | |
Semi-supervised detection of structural damage using variational autoencoder and a one-class support vector machine | IEEE Access | Andrea Pollastro Giusiana Testa Antonio Bilotta Roberto Prevete | 2023/7/3 |
Machine Learning Strategies to Improve Cross-Subject and Cross-Session Generalization in EEG-Based Emotion Recognition: A Systematic Review | Pasquale Arpaia Andrea Apicella Giovanni D’Errico Davide Marocco Giovanna Mastrati | 2023 | |
Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes | arXiv preprint arXiv:2306.06146 | Andrea Apicella Francesco Isgrò Roberto Prevete | 2023/6/9 |
Special Issue on Deep Learning for Electroencephalography (EEG) Data Analysis | Roberto Prevete Francesco Isgrò Francesco Donnarumma | 2023/10/19 | |
Employment of domain adaptation techniques in SSVEP-based brain-computer interfaces | IEEE Access | Andrea Apicella Pasquale Arpaia Egidio De Benedetto Nicola Donato Luigi Duraccio | 2023/4/11 |
Dynamic Local Filters in Graph Convolutional Neural Networks | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/9/5 | |
Exploring Nutritional Influence on Blood Glucose Forecasting for Type 1 Diabetes Using Explainable AI | IEEE Journal of Biomedical and Health Informatics | Giovanni Annuzzi Andrea Apicella Pasquale Arpaia Lutgarda Bozzetto Sabatina Criscuolo | 2023/12/29 |
A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces | Leopoldo Angrisani Andrea Apicella Pasquale Arpaia Egidio De Benedetto Nicola Donato | 2022/5/16 |
Co-Authors
