| 2025 | IJCNN | Enhancing the Explainability of Neuro-Fuzzy Systems with Large Language Models: A Case Study on EEG-Based Epileptic Seizure Classification. | Gabriella Casalino, Giovanna Castellano, Alberto G. Valerio, Gennaro Vessio, Gianluca Zaza |
| 2023 | EUSFLAT | Interpretable Neuro-Fuzzy Models for Stress Prediction. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2023 | IJCCI | Semi-Supervised Fuzzy C-Means for Regression. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2022 | ISDA | Explainable Fuzzy Models for Learning Analytics. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2022 | SMC | A mobile app for contactless measurement of vital signs through remote Photoplethysmography. | Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza |
| 2021 | EUSFLAT | Balancing Data Within Incremental Semi-supervised Fuzzy Clustering for Credit Card Fraud Detection. | Gabriella Casalino, Giovanna Castellano, Nicola Marvulli |
| 2021 | FQAS | A Novel Approach for Supporting Italian Satire Detection Through Deep Learning. | Gabriella Casalino, Alfredo Cuzzocrea, Giosu Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi |
| 2021 | ISDA | Neuro-Fuzzy Systems for Learning Analytics. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2021 | MDAI | Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. | Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio |
| 2020 | DIS | Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. | Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer |
| 2020 | ISCC | A mHealth solution for contact-less self-monitoring of blood oxygen saturation. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2019 | EUSFLAT | Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2019 | IV | Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2019 | MDAI | A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. | Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri |
| 2017 | ICCSA | Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. | Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Flavia Esposito, Corrado Mencar |
| 2017 | ICCSA | Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations. | Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar |
| 2014 | ICCSA | Part-Based Data Analysis with Masked Non-negative Matrix Factorization. | Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar |