| 2025 | ICIAP | Uncovering Lung Lesion Patterns in Computed Tomography Scans Through Topological Machine Learning. | Serena Grazia De Benedictis, Nicoletta Del Buono |
| 2025 | KES | AI-Driven Insights into Microbial Biomarkers for Colorectal Cancer Progression. | Grazia Gargano, Gaetano Settembre, Nicoletta Del Buono |
| 2025 | KES | Superpixel-based plastic litter detection in UAV hyperspectral imaging using spectral-textural features. | Gaetano Settembre, Grazia Gargano, Nicoletta Del Buono |
| 2024 | IGARSS | Deep NMF and Autoencoder: A Comparative Analysis for Hyperspectral Unmixing Using Prisma Real Images. | Gaetano Settembre, Nicoletta Del Buono, Flavia Esposito, Nicol Taggio |
| 2023 | ICCSA | Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization. | Ciro Castiello, Nicoletta Del Buono, Flavia Esposito |
| 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 | Event Driven Approach for Simulating Gene Regulation Networks. | Marco Berardi, Nicoletta Del Buono |
| 2014 | ICCSA | Part-Based Data Analysis with Masked Non-negative Matrix Factorization. | Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar |
| 2009 | ISDA | A Penalty Function for Computing Orthogonal Non-negative Matrix Factorizations. | Nicoletta Del Buono |
| 2004 | ICCS | A Hybrid Numerical Technique for the Solution of a Class of Implicit Matrix Differential Equation. | Nicoletta Del Buono, Luciano Lopez |
| 2004 | ICCSA | A Continuous Technique for the Weighted Low-Rank Approximation Problem. | Nicoletta Del Buono, Tiziano Politi |
| 2004 | ICCSA | Optical Flow Estimation via Neural Singular Value Decomposition Learning. | Simone G. O. Fiori, Nicoletta Del Buono, Tiziano Politi |
| 2003 | ICCS | A Survey on Methods for Computing Matrix Exponentials in Numerical Schemes for ODEs. | Nicoletta Del Buono, Luciano Lopez |
| 2002 | ICCS | Some Remarks on Numerical Methods for Second Order Differential Equations on the Orthogonal Matrix Group. | Nicoletta Del Buono, Cinzia Elia |
| 2002 | ICCS | Symplectic Method Based on the Matrix Variational Equation for Hamiltonian System. | Nicoletta Del Buono, Cinzia Elia, Luciano Lopez |