Andrea Pollastro

According to our database, Andrea Pollastro authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

IMPACTX: improving model performance by appropriately constraining the training with teacher explanations.

Andrea Apicella, Salvatore Giugliano, Francesco Isgró, Andrea Pollastro, Roberto Prevete

Artif. Intell. Rev., July, 2026

Instance-Adaptive Parametrization for Amortized Variational Inference.

Andrea Pollastro, Andrea Apicella, Francesco Isgrò, Roberto Prevete

CoRR, April, 2026

Don't stop me now: Rethinking Validation Criteria for Model Parameter Selection.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

CoRR, February, 2026

2025

Short-Term Forecasting of Household Energy Consumption Using Recurrent Neural Networks.

Martina Botticelli, Francesco Isgrò, Andrea Pollastro, Sabrina Romano

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025

Exploring Performance Variability in Deep Neural Networks for Motor Imagery Classification: Towards a Zero-Calibration Brain-Computer Interface.

Pasquale Arpaia, Antonio Esposito, Enza Galasso, Fortuna Galdieri, Angela Natalizio, Marco Parvis, Andrea Pollastro

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2025

2024

PhysBERT: A Text Embedding Model for Physics Scientific Literature.

Thorsten Hellert, João Montenegro, Andrea Pollastro

CoRR, 2024

SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder.

Andrea Pollastro, Francesco Isgrò, Roberto Prevete

CoRR, 2024

2023

Adaptive filters in Graph Convolutional Neural Networks.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Pattern Recognit., December, 2023

On the effects of data normalization for domain adaptation on EEG data.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Eng. Appl. Artif. Intell., 2023

Semi-Supervised Detection of Structural Damage Using Variational Autoencoder and a One-Class Support Vector Machine.

Andrea Pollastro, Giusiana Testa, Antonio Bilotta, Roberto Prevete

IEEE Access, 2023

Strategies to Exploit XAI to Improve Classification Systems.

Andrea Apicella, Luca Di Lorenzo, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Proceedings of the Explainable Artificial Intelligence, 2023

Sinc-EEGNet for Improving Performance While Reducing Calibration of a Motor Imagery-Based BCI.

Pasquale Arpaia, Elisa Bertone, Antonio Esposito, Angela Natalizio, Marco Parvis, Alessandra Laura Giulia Pedrocchi, Andrea Pollastro

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Dynamic Local Filters in Graph Convolutional Neural Networks.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

An XAI-Based Masking Approach to Improve Classification Systems.

Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Proceedings of the 2nd Workshop on Bias, 2023

2022

On The Effects Of Data Normalisation For Domain Adaptation On EEG Data.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

CoRR, 2022

Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device.

Andrea Apicella, Pasquale Arpaia, Andrea Cataldo, Giovanni D'Errico, Davide Marocco, Giovanna Mastrati, Nicola Moccaldi, Andrea Pollastro, Bernadette Ricciardi, Ersilia Vallefuoco

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

EEG-based system for Executive Function fatigue detection.

Andrea Apicella, Pasquale Arpaia, Paolo De Blasiis, Anna Della Calce, Allegra Fullin, Ludovica Gargiulo, Luigi Maffei, Francesca Mancino, Nicola Moccaldi, Andrea Pollastro, Ersilia Vallefuoco

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Toward the Application of XAI Methods in EEG-based Systems.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

2021

Dynamic Filters in Graph Convolutional Neural Networks.

Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete

CoRR, 2021