Enhancement of SSVEPs classification in BCI-based wearable instrumentation through machine learning techniques A Apicella, P Arpaia, E De Benedetto, N Donato, L Duraccio, S Giugliano, ... IEEE Sensors Journal 22 (9), 9087-9094, 2022 | 29 | 2022 |
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems A Apicella, S Giugliano, F Isgrò, R Prevete Knowledge-Based Systems 255, 109725, 2022 | 13 | 2022 |
Employment of domain adaptation techniques in SSVEP-based brain-computer interfaces A Apicella, P Arpaia, E De Benedetto, N Donato, L Duraccio, S Giugliano, ... IEEE Access, 2023 | 7 | 2023 |
A general approach to compute the relevance of middle-level input features A Apicella, S Giugliano, F Isgrò, R Prevete Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 6 | 2021 |
IAmHero: preliminary findings of an experimental study to evaluate the statistical significance of an intervention for ADHD conducted through the use of serious games in … A Schena, R Garotti, D D’Alise, S Giugliano, M Polizzi, V Trabucco, ... International Journal of Environmental Research and Public Health 20 (4), 3414, 2023 | 5 | 2023 |
High-wearable EEG-based transducer for engagement detection in pediatric rehabilitation A Apicella, P Arpaia, S Giugliano, G Mastrati, N Moccaldi Brain-Computer Interfaces 9 (3), 129-139, 2022 | 5 | 2022 |
Explanations in terms of hierarchically organised middle level features A Apicella, S Giugliano, F Isgrò, R Prevete CEUR Workshop Proceedings, 2021 | 5 | 2021 |
SHAP-based explanations to improve classification systems A Apicella, S Giugliano, F Isgrò, R Prevete | 1 | 2023 |
A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces L Angrisani, A Apicella, P Arpaia, E De Benedetto, N Donato, L Duraccio, ... 2022 IEEE International Instrumentation and Measurement Technology …, 2022 | 1 | 2022 |
An XAI-based masking approach to improve classification systems A Apicella, S Giugliano, F Isgrò, A Pollastro, R Prevete | 1 | 2022 |
Towards a general framework for improving the performance of classifiers using XAI methods A Apicella, S Giugliano, F Isgrò, R Prevete arXiv preprint arXiv:2403.10373, 2024 | | 2024 |
Assessing the Features on Blood Glucose Level Prediction in Type 1 Diabetes Patients Through Explainable Artificial Intelligence G Annuzzi, P Arpaia, L Bozzetto, S Criscuolo, S Giugliano, M Pesola 2023 IEEE International Conference on Metrology for eXtended Reality …, 2023 | | 2023 |
Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces A Apicella, P Arpaia, A Cataldo, E De Benedetto, N Donato, L Duraccio, ... 2022 IEEE International Symposium on Medical Measurements and Applications …, 2022 | | 2022 |
Exploiting auto-encoders for middle-level explanations of image classification systems A Apicella, S Giugliano, F Isgro, R Prevete arXiv preprint arXiv:2106.05037, 2021 | | 2021 |
SCOPERTA SITI CULTURALI E OFFERTA DI PERCORSI EMOZIONALI CON RETI DI TECNOLOGIE AVANZATE S DI MARTINO, A Origlia, V Cera, F Cutugno, M Campi, S Rossi, ... | | 2018 |