Concepedia

Andrea Mastropietro

AM

6

Publications

183

Citations

6

H-Index

2022

Active since

Affiliations

Sapienza University of Rome(Current)

University of Bonn

Andrea Mastropietro is an author at Sapienza University of Rome specializing in graph representation learning, computational biology, and graph theory.

ORCID

Top concepts

Publications per year

2022–2024

6

Publications

6

Learning characteristics of graph neural networks predicting protein–ligand affinities

Andrea Mastropietro, Giuseppe Pasculli, Jürgen Bajorath · Nature Machine Intelligence · 2023 · 60 citations

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EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks

Andrea Mastropietro, Giuseppe Pasculli, Christian Feldmann et al. · iScience · 2022 · 50 citations · Full text

Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel

Andrea Mastropietro, Christian Feldmann, Jürgen Bajorath · Scientific Reports · 2023 · 33 citations · Full text

XGDAG: explainable gene–disease associations via graph neural networks

Andrea Mastropietro, Gianluca De Carlo, Aris Anagnostopoulos · Bioinformatics · 2023 · 15 citations · Full text

Kolmogorov-Arnold Graph Neural Networks

Gianluca De Carlo, Andrea Mastropietro, Aris Anagnostopoulos · arXiv (Cornell University) · 2024 · 14 citations · Full text

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