Concepedia

Alessio Ragno

AR

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Publications

3

Citations

53

H-Index

3

Active since

2021

Affiliations

Sapienza University of Rome(Current)

Alessio Ragno is an author at Sapienza University of Rome specializing in graph processing, graph theory, and deep learning.

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Publications per year

2021–2023

3

Publications

3

Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening

Michela Proietti, Alessio Ragno, Biagio La Rosa et al. · Machine Learning · 2023 · 25 citations · Full text

Prototype-Based Interpretable Graph Neural Networks

Alessio Ragno, Biagio La Rosa, Roberto Capobianco · IEEE Transactions on Artificial Intelligence · 2022 · 18 citations · Full text

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Machine Learning Data Augmentation as a Tool to Enhance Quantitative Composition–Activity Relationships of Complex Mixtures. A New Application to Dissect the Role of Main Chemical Components in Bioactive Essential Oils

Alessio Ragno, Anna Baldisserotto, Lorenzo Antonini et al. · Molecules · 2021 · 10 citations · Full text

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