| 2025 | IJCNN | Unsupervised Defect Detection in Automotive Quality Inspection with Convolutional Autoencoder. | Alessandro Casella, Vincenzo Randazzo, Eros Pasero |
| 2025 | IJCNN | Improving Concrete Mix Design Predictions with Machine Learning Algorithms. | Jonathan Melchiorre, Costanza Anerdi, Vincenzo Randazzo, Giuseppe Carlo Marano |
| 2021 | IJCNN | Topological Gradient-based Competitive Learning. | Pietro Barbiero, Gabriele Ciravegna, Vincenzo Randazzo, Eros Pasero, Giansalvo Cirrincione |
| 2020 | IJCNN | Towards Uncovering Feature Extraction From Temporal Signals in Deep CNN: the ECG Case Study. | Jacopo Ferretti, Pietro Barbiero, Vincenzo Randazzo, Giansalvo Cirrincione, Eros Pasero |
| 2020 | IJCNN | Neural Recurrent Approches to Noninvasive Blood Pressure Estimation. | Annunziata Paviglianiti, Vincenzo Randazzo, Giansalvo Cirrincione, Eros Pasero |
| 2018 | IJCNN | Nonstationary topological learning with bridges and convex polytopes: the G-EXIN neural network. | Vincenzo Randazzo, Giansalvo Cirrincione, Gabriele Ciravegna, Eros Pasero |
| 2015 | IJCNN | The on-line curvilinear component analysis (onCCA) for real-time data reduction. | Giansalvo Cirrincione, Jeanny Hrault, Vincenzo Randazzo |
| 2007 | ICIAP | An Improvement of AdaBoost for Face-Detection with Motion and Color Information. | Vincenzo Randazzo, Lisa Usai |