Alessio Ragno
Membro di
Ultime pubblicazioni
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening in MACHINE LEARNING | 2023 |
Memory Replay For Continual Learning With Spiking Neural Networks in 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) | 2023 |
Understanding Deep RL agent decisions: a novel interpretable approach with trainable prototypes in CEUR Workshop Proceedings Vol-3518 | 2023 |
Ligand-based and structure-based studies to develop predictive models for {SARS}-{CoV}-2 main protease inhibitors through the 3d-qsar.com portal in JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN | 2022 |
Prototype-based Interpretable Graph Neural Networks in IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE | 2022 |
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 in MOLECULES | 2021 |