Pubblicazioni di Mastropietro Andrea

2024

Mastropietro Andrea, Bajorath Jürgen

Protocol to explain support vector machine predictions via exact Shapley value computation. STAR PROTOCOLS 2024: -

2023

Mastropietro Andrea, Feldmann Christian, Bajorath Jürgen

Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel. SCIENTIFIC REPORTS 2023: 19561-

Mastropietro Andrea, Pasculli Giuseppe, Bajorath Jürgen

Learning characteristics of graph neural networks predicting protein–ligand affinities. NATURE MACHINE INTELLIGENCE 2023: -

Stolfi Paola, Mastropietro Andrea, Pasculli Giuseppe, Vergni Davide, Tieri Paolo

NIAPU: Network-Informed Adaptive Positive-Unlabeled learning for disease gene identification. BIOINFORMATICS 2023: -

Mastropietro Andrea, DE CARLO Gianluca, Anagnostopoulos Aris

XGDAG: explainable gene–disease associations via graph neural networks. BIOINFORMATICS 2023: -

2022

Mastropietro Andrea, Pasculli Giuseppe, Feldmann Christian, Rodríguezpérez Raquel, Bajorath Jürgen

EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks. ISCIENCE 2022: -

Shahini Endrit, Pasculli Giuseppe, Mastropietro Andrea, Stolfi Paola, Tieri Paolo, Vergni Davide, Cozzolongo Raffaele, Pesce Francesco, Giannelli Gianluigi

Network Proximity-Based Drug Repurposing Strategy for Early and Late Stages of Primary Biliary Cholangitis. BIOMEDICINES 2022: 1694-

Shahini E., Pasculli G., Mastropietro A., Stolfi P., Tieri P., Vergni D., Cozzolongo R., Giannelli G., Pesce F.

NETWORK PROXIMITY-BASED DRUG REPURPOSING STRATEGY FOR PRIMARY BILIARY CHOLANGITIS. DIGESTIVE AND LIVER DISEASE 2022: S106-

Luca Riccardo De, Carfora Marco, Blanco Gonzalo, Mastropietro Andrea, Petti Manuela, Tieri Paolo

PROCONSUL: PRObabilistic exploration of CONnectivity Significance patterns for disease modULe discovery. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2022: 1941-1947

Mastropietro Andrea, Pasculli Giuseppe, Bajorath Jürgen

Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach. STAR PROTOCOLS 2022: 101887-

2021

Stolfi Paola, Mastropietro Andrea, Pasculli Giuseppe, Tieri Paolo, Vergni Davide

Adaptive Positive-Unlabelled Learning via Markov Diffusion. Computer Science and Machine Learning 2021: -

2020

Maccagno Alessandro, Mastropietro Andrea, Mazziotta Umberto, Scarpiniti Michele, Lee Yong-Cheol, Uncini Aurelio

A CNN approach for audio classification in construction sites. Progresses in Artificial Intelligence and Neural Systems 2020: 371-381