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Andrea Pollastro
Andrea Pollastro
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EEG-based measurement system for monitoring student engagement in learning 4.0
A Apicella, P Arpaia, M Frosolone, G Improta, N Moccaldi, A Pollastro
Scientific Reports 12 (1), 5857, 2022
472022
On the effects of data normalization for domain adaptation on EEG data
A Apicella, F Isgrò, A Pollastro, R Prevete
Engineering Applications of Artificial Intelligence 123, 106205, 2023
132023
Toward the application of XAI methods in EEG-based systems
A Apicella, F Isgrò, A Pollastro, R Prevete
3rd Italian Workshop on Explainable Artificial Intelligence, XAI.it 2022, 2022
132022
Semi-supervised detection of structural damage using Variational Autoencoder and a One-Class Support Vector Machine
A Pollastro, G Testa, A Bilotta, R Prevete
IEEE Access 11, 67098 - 67112, 2023
62023
Electroencephalography correlates of fear of heights in a virtual reality environment
A Apicella, S Barbato, LAB Chacόn, G D'Errico, LT De Paolis, L Maffei, ...
Acta IMEKO 12 (2), 1-7, 2023
62023
Adaptive filters in graph convolutional neural networks
A Apicella, F Isgrò, A Pollastro, R Prevete
Pattern Recognition 144, 109867, 2023
5*2023
Instrumentation for eeg-based monitoring of the executive functions in a dual-task framework
L Angrisani, A Apicella, P Arpaia, A Cataldo, AD Calce, A Fullin, ...
25th IMEKO TC-4 International Symposium on Measurement of Electrical …, 2022
52022
Reproducible assessment of valence and arousal based on an eeg wearable device
A Apicella, P Arpaia, A Cataldo, G D’Errico, D Marocco, G Mastrati, ...
2022 IEEE International Conference on Metrology for Extended Reality …, 2022
42022
Strategies to exploit XAI to improve classification systems
A Apicella, L Di Lorenzo, F Isgrò, A Pollastro, R Prevete
World Conference on Explainable Artificial Intelligence, 147-159, 2023
32023
Sinc-EEGNet for Improving Performance While Reducing Calibration of a Motor Imagery-Based BCI
P Arpaia, E Bertone, A Esposito, A Natalizio, M Parvis, ALG Pedrocchi, ...
2023 IEEE International Conference on Metrology for eXtended Reality …, 2023
2023
Dynamic Local Filters in Graph Convolutional Neural Networks
A Apicella, F Isgrò, A Pollastro, R Prevete
International Conference on Image Analysis and Processing, 406-417, 2023
2023
EEG-based system for Executive Function fatigue detection
A Apicella, P Arpaia, P De Blasiis, A Della Calce, A Fullin, L Gargiulo, ...
2022 IEEE International Conference on Metrology for Extended Reality …, 2022
2022
An XAI-based masking approach to improve classification systems
A Apicella, S Giugliano, F Isgrò, A Pollastro, R Prevete
2022
Variational Autoencoder and One-Class Support Vector Machine for unsupervised damage detection
A Pollastro, G Testa, R Prevete, A Bilotta
14th fib PhD Symposium in Civil Engineering, 2022, 905-912, 2022
2022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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