Andrea Pollastro

20 papers Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Don't stop me now: Rethinking Validation Criteria for Model Parameter Selection.
CoRR
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2025 — conf
Exploring Performance Variability in Deep Neural Networks for Motor Imagery Classification: Towards a Zero-Calibration Brain-Computer Interface.
MetroXRAINE
Pasquale Arpaia, Antonio Esposito, Enza Galasso, Fortuna Galdieri, Angela Natalizio, Marco Parvis, Andrea Pollastro
2025 — conf
Short-Term Forecasting of Household Energy Consumption Using Recurrent Neural Networks.
MetroXRAINE
Martina Botticelli, Francesco Isgrò, Andrea Pollastro, Sabrina Romano
2024 J jnl
PhysBERT: A Text Embedding Model for Physics Scientific Literature.
CoRR
Thorsten Hellert, João Montenegro, Andrea Pollastro
2024 J jnl
SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder.
CoRR
Andrea Pollastro, Francesco Isgrò, Roberto Prevete
2023 J jnl
Adaptive filters in Graph Convolutional Neural Networks.
Pattern Recognit.
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023 — conf
An XAI-Based Masking Approach to Improve Classification Systems.
BEWARE@AI*IA
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023 — conf
Dynamic Local Filters in Graph Convolutional Neural Networks.
ICIAP (2)
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023 J jnl
On the effects of data normalization for domain adaptation on EEG data.
Eng. Appl. Artif. Intell.
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023 J jnl
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 — conf
Sinc-EEGNet for Improving Performance While Reducing Calibration of a Motor Imagery-Based BCI.
MetroXRAINE
Pasquale Arpaia, Elisa Bertone, Antonio Esposito, Angela Natalizio, Marco Parvis, Alessandra Laura Giulia Pedrocchi, Andrea Pollastro
2023 — conf
Strategies to Exploit XAI to Improve Classification Systems.
xAI (1)
Andrea Apicella, Luca Di Lorenzo, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2023 J jnl
Strategies to exploit XAI to improve classification systems.
CoRR
Andrea Apicella, Luca Di Lorenzo, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022 — conf
EEG-based system for Executive Function fatigue detection.
MetroXRAINE
Andrea Apicella, Pasquale Arpaia, Paolo De Blasiis, Anna Della Calce, Allegra Fullin, Ludovica Gargiulo, Luigi Maffei, Francesca Mancino, Nicola Moccaldi, Andrea Pollastro, Ersilia Vallefuoco
2022 J jnl
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data.
CoRR
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022 — conf
Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device.
MetroXRAINE
Andrea Apicella, Pasquale Arpaia, Andrea Cataldo, Giovanni D'Errico, Davide Marocco, Giovanna Mastrati, Nicola Moccaldi, Andrea Pollastro, Bernadette Ricciardi, Ersilia Vallefuoco
2022 J jnl
Semi-supervised detection of structural damage using Variational Autoencoder and a One-Class Support Vector Machine.
CoRR
Andrea Pollastro, Giusiana Testa, Antonio Bilotta, Roberto Prevete
2022 — conf
Toward the Application of XAI Methods in EEG-based Systems.
XAI.it@AI*IA
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2022 J jnl
Toward the application of XAI methods in EEG-based systems.
CoRR
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
2021 J jnl
Dynamic Filters in Graph Convolutional Neural Networks.
CoRR
Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete