Salvatore Giugliano

16 papers B 1Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Discovering Phenotype-Specific Clinical Markers in Multiple Sclerosis.
CSCN
Salvatore Giugliano, Ilaria Basile, Giovanna Sannino
2025 J jnl
IMPACTX: Improving Model Performance by Appropriately predicting CorrecT eXplanations.
CoRR
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2025 B conf
Interpretable vs. Post-Hoc Explained Models for Digital Twin Applications in Clinical Forecasting: A Multiple Sclerosis Case Study.
KES
Salvatore Giugliano, Ilaria Basile, Giovanna Sannino
2024 J jnl
Enhancing EEG-Based MI-BCIs with Class-Specific and Subject-Specific Features Detected by Neural Manifold Analysis.
Sensors
Mirco Frosolone, Roberto Prevete, Lorenzo Ognibeni, Salvatore Giugliano, Andrea Apicella, Giovanni Pezzulo, Francesco Donnarumma
2024 — conf
Exploring the Latent Space of Person-Specific Convolutional Autoencoders for Eye-Blink Artefact Mitigation in EEG Signals.
RTSI
Sabatina Criscuolo, Salvatore Giugliano, Andrea Apicella, Francesco Donnarumma, Francesco Amato, Annarita Tedesco, Luca Longo
2024 — conf
Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning Approach.
DS (2)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2024 J jnl
Towards a general framework for improving the performance of classifiers using XAI methods.
CoRR
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, 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
Assessing the Features on Blood Glucose Level Prediction in Type 1 Diabetes Patients Through Explainable Artificial Intelligence.
MetroXRAINE
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Salvatore Giugliano, Marisa Pesola
2023 J jnl
Employment of Domain Adaptation Techniques in SSVEP-Based Brain-Computer Interfaces.
IEEE Access
Andrea Apicella, Pasquale Arpaia, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
2023 — conf
SHAP-based Explanations to Improve Classification Systems.
XAI.it@AI*IA
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2022 — conf
A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces.
I2MTC
Leopoldo Angrisani, Andrea Apicella, Pasquale Arpaia, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
2022 — conf
Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces.
MeMeA
Andrea Apicella, Pasquale Arpaia, Andrea Cataldo, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
2022 J jnl
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems.
Knowl. Based Syst.
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2020 — conf
A General Approach to Compute the Relevance of Middle-Level Input Features.
ICPR Workshops (3)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
2020 J jnl
A general approach to compute the relevance of middle-level input features.
CoRR
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete