NICOLINI, MARCO
NICOLINI, MARCO
Dipartimento di Informatica Giovanni Degli Antoni
Protein language model-generated enzyme sequences exhibit high stability in molecular dynamics simulations
2026 E.M.A. Fassi, M. Nicolini, E. Saitto, G. Valentini, E. Casiraghi, G. Grazioso
GRIP-Transformer ncRNA–ncRNA augmented training dataset
2026 M. D'Ovidio, M. Nicolini, E. Casiraghi, G. Valentini
Finenzyme-generated enzymes with predicted structures (ESMfold)
2026 M. Nicolini, E. Fassi, G. Valentini, E. Casiraghi, G. Grazioso
MiRInter-Trans: a Transformer-Based Framework for microRNA Interaction Prediction
2026 M. Nicolini, F. Stacchietti, F.J. Molina, C. Cano, J. Alcala-Fdez, A. Paccanaro, E. Casiraghi, G. Valentini
Tabular implicit deep neural networks ensembles for the prediction of pathogenic genetic variants in Mendelian diseases
2026 F. Stacchietti, M. Nicolini, L. Chimirri, P.N. Robinson, E. Casiraghi, G. Valentini
Computational understanding of non-coding RNA pairwise interactions
2026 M. Nicolini, F. Stacchietti, E. Casiraghi, G. Valentini
Modular Deep Neural Networks with Residual Connections for Predicting the Pathogenicity of Genetic Variants in Non Coding Genomic Regions
2026 F. Stacchietti, M. Nicolini, L. Chimirri, P.N. Robinson, E. Casiraghi, G. Valentini
Fine-tuning of conditional Transformers improves in silico enzyme prediction and generation
2025 M. Nicolini, E. Saitto, R.E. Jimenez Franco, E. Cavalleri, A.J. Galeano Alfonso, D. Malchiodi, A. Paccanaro, P.N. Robinson, E. Casiraghi, G. Valentini
A Transformer-Based Model to Predict Micro RNA Interactions
2025 M. Nicolini, F. Stacchietti, C. Cano, E. Casiraghi, G. Valentini
Gender-Aware Speech Emotion Recognition in Multiple Languages
2024 M. Nicolini, S. Ntalampiras
Fine-tuning of Conditional Transformers Improves the Generalization of Functionally Characterized Proteins
2024 M. Nicolini, D. Malchiodi, A. Cabri, E. Cavalleri, M. Mesiti, A. Paccanaro, N. Robinson Peter, J. Reese, E. Casiraghi, G. Valentini
Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins
2024 M. Nicolini, D. Malchiodi, A. Cabri, E. Cavalleri, M. Mesiti, A. Paccanaro, P.N. Robinson, J. Reese, E. Casiraghi, G. Valentini
Lightweight Audio-Based Human Activity Classification Using Transfer Learning
2023 M. Nicolini, F. Simonetta, S. Ntalampiras
A Hierarchical Approach for Multilingual Speech Emotion Recognition
2023 M. Nicolini, S. Ntalampiras