Get started
Author

Andrea Pollastro

Observed names: Pollastro, Andrea, Pollastro,Andrea
ORCID: 0000-0003-4075-0757
Observed ORCID: 0000-0003-4075-0757
OpenAlex ID: A5089644865
EEG-based measurement system for monitoring student engagement in learning 4.0
2022 · Andrea Apicella, Pasquale Arpaia, et al. · Scientific Reports · 188
PDF
On the effects of data normalization for domain adaptation on EEG data
2023 · Andrea Apicella, Francesco Isgrò, et al. · Engineering Applications of Artificial Intelligence · 79
Semi-Supervised Detection of Structural Damage Using Variational Autoencoder and a One-Class Support Vector Machine
2023 · Andrea Pollastro, Giusiana Testa, et al. · IEEE Access · 58
PDF
Adaptive filters in Graph Convolutional Neural Networks
2023 · Andrea Apicella, Francesco Isgrò, et al. · Pattern Recognition · 30
Dynamic identification methods and artificial intelligence algorithms for damage detection of masonry infills
2024 · Alessandra De Angelis, Antonio Bilotta, et al. · Journal of Civil Structural Health Monitoring · 18
PDF
Electroencephalography correlates of fear of heights in a virtual reality environment
2023 · Andrea Apicella, Simone Barbato, et al. · ACTA IMEKO · 17
PDF
Strategies to Exploit XAI to Improve Classification Systems
2023 · Andrea Apicella, Luca Di Lorenzo, et al. · Communications in computer and information science · 14
PDF
Toward the application of XAI methods in EEG-based systems
2022 · Apicella, Andrea, Isgrò, Francesco, et al. · arXiv (Cornell University) · 14
PDF
Instrumentation for EEG-based monitoring of the executive functions in a dual-task framework
2022 · Leopoldo Angrisani, Andrea Apicella, et al. · IMEKO TC4 International Symposium and International Workshop on ADC and DAC Modelling and Testing (IWADC) · 10
PDF
Domain-specific text embedding model for accelerator physics
2025 · Thorsten Hellert, João Montenegro, et al. · Physical Review Accelerators and Beams · 9
PDF
Application of deep learning methods for beam size control during user operation at the Advanced Light Source
2024 · Thorsten Hellert, Tynan Ford, et al. · Physical Review Accelerators and Beams · 9
PDF
Sinc-EEGNet for Improving Performance While Reducing Calibration of a Motor Imagery-Based BCI
2023 · Pasquale Arpaia, Elisa Bertone, et al. · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · 6
PDF
SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder
2025 · Andrea Pollastro, Francesco Isgrò, et al. · Computer Methods and Programs in Biomedicine Update · 4
PhysBERT: A text embedding model for physics scientific literature
2024 · Thorsten Hellert, João Montenegro, et al. · APL Machine Learning · 4
PDF
Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device
2022 · Andrea Apicella, Pasquale Arpaia, et al. · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · 4
Comparative Study of Modal Curvature and AI-Based Approaches for Vibration-Based Damage Detection in Structural Health Monitoring Systems of Prestressed Concrete Beams
2026 · antonio bilotta, Andrea Pollastro, et al. · Infrastructures · 2
IMPACTX: improving model performance by appropriately constraining the training with teacher explanations
2026 · Andrea Apicella, Salvatore Giugliano, et al. · Artificial Intelligence Review · 2
Don't stop me now: How Validation Criteria Affect Checkpoint Selection and Early Stopping
2026 · Apicella, Andrea, Isgrò, Francesco, et al. · arXiv (Cornell University) · 2
PDF
Development of a Measurement Procedure for Emotional States Detection Based on Single-Channel Ear-EEG: A Proof-of-Concept Study
2026 · Marco Arnesano, Pasquale Arpaia, et al. · Sensors · 2
PDF
EEG-based system for Executive Function fatigue detection
2022 · Andrea Apicella, Pasquale Arpaia, et al. · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · 2
Dynamic Local Filters in Graph Convolutional Neural Networks
2023 · Andrea Apicella, Francesco Isgrò, et al. · Lecture notes in computer science · 1
It's All in the Way You Say It: The Role of Information Representation in LLM-Based Glycemic-Event Prediction
2026 · Apicella, Andrea, Arpaia, Pasquale, et al. · arXiv (Cornell University)
PDF
Instance-Adaptive Parametrization for Amortized Variational Inference
2026 · Pollastro, Andrea, Apicella, Andrea, et al. · arXiv (Cornell University)
PDF
The Impact of Stochasticity on the Rashomon Effect in Machine Learning
2026 · andrea Apicella, Francesco Isgrò, et al. · SSRN Electronic Journal
Exploring Performance Variability in Deep Neural Networks for Motor Imagery Classification: Towards a Zero-Calibration Brain-Computer Interface
2025 · Pasquale Arpaia, Antonio Esposito, et al. · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
Works count: 31
Citation count: 475
H-index: 9
I10-index: 9
Year
Topic
Type