Andrea Mastropietro | Department of Computer, Control and Management Engineering

Andrea Mastropietro

dottorando

pagina personale

stanza:

A101

telefono:

+39 0677274087

Biography

Position

2019 - present: PhD Student in Data Science (Sapienza University of Rome)

Education

2017 - 2019: MSc in Engineering in Computer Science (Sapienza University of Rome)
2014 - 2017: BSc in Computer and System Engineering (Sapienza University of Rome)

Research interest

Deep learning
Machine Learning
Bioinformatics
Network Medicine

Membro di

Algorithms and Data Science

Ultime pubblicazioni

EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks on ISCIENCE	2022
Network Proximity-Based Drug Repurposing Strategy for Early and Late Stages of Primary Biliary Cholangitis on BIOMEDICINES	2022
PROCONSUL: PRObabilistic exploration of CONnectivity Significance patterns for disease modULe discovery on 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)	2022
Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach on STAR PROTOCOLS	2022
Adaptive Positive-Unlabelled Learning via Markov Diffusion on Computer Science and Machine Learning	2021
A CNN approach for audio classification in construction sites on Progresses in Artificial Intelligence and Neural Systems	2020
Les conclusions ‘galliardes’ du Secrétaire florentin : esprit de finesse, initiative et efficacité politique dans l'activité pratique de Machiavel on Être homme de 'lettres': secrétaires et politique culturelle au Cinquecento

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