Salvatore Giugliano

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Classification Systems

Top Venues

Publications

Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
Towards a general framework for improving the performance of classifiers using XAI methods. CoRR (2024)
Giovanni Annuzzi, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Salvatore Giugliano, Marisa Pesola
Assessing the Features on Blood Glucose Level Prediction in Type 1 Diabetes Patients Through Explainable Artificial Intelligence. MetroXRAINE (2023)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Andrea Pollastro, Roberto Prevete
An XAI-Based Masking Approach to Improve Classification Systems. BEWARE@AI*IA (2023)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
SHAP-based Explanations to Improve Classification Systems. XAI.it@AI*IA (2023)
Andrea Apicella, Pasquale Arpaia, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
Employment of Domain Adaptation Techniques in SSVEP-Based Brain-Computer Interfaces. IEEE Access 11 (2023)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems. Knowl. Based Syst. 255 (2022)
Leopoldo Angrisani, Andrea Apicella, Pasquale Arpaia, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces. I2MTC (2022)
Andrea Apicella, Pasquale Arpaia, Andrea Cataldo, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete
Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces. MeMeA (2022)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
A general approach to compute the relevance of middle-level input features. CoRR (2020)
Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete
A General Approach to Compute the Relevance of Middle-Level Input Features. ICPR Workshops (3) (2020)