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Andrea Mastropietro
Andrea Mastropietro
dottorando
pagina personale
stanza:
A101
telefono:
+39 0677274087
Biografia
Position
2019 - present: PhD Student in Data Science (Sapienza University of Rome)
Research visits
Sept 2022 - present: University of Bonn (Germany)
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)
Interessi di ricerca
Deep learning
Machine Learning
Bioinformatics
Network Medicine
Chemoinformatics
Riconoscimenti e premi
Avvio alla Ricerca 2022: Explaining Graph Neural Networks in Medicinal Chemistry.
Avvio alla Ricerca 2021: Neural Network Interpretability in Bioinformatics.
Best Presentation Award: "Feature Selection in Neural Networks via Rank Aggregation", ACDL 2021.
Copernicus Masters 2020: Winner of European Space Agency DTE Challenge and Italian Space Agency Prize.
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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