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Marco Podda
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Cited by
Year
A Fair Comparison of Graph Neural Networks for Graph Classification
F Errica, M Podda, D Bacciu, A Micheli
8th International Conference on Learning Representations (ICLR), 2020
2692020
A gentle introduction to deep learning for graphs
D Bacciu, F Errica, A Micheli, M Podda
Neural Networks 129 (September), 203-221, 2020
1552020
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor
M Podda, D Bacciu, A Micheli, R Bellł, G Placidi, L Gagliardi
Scientific reports 8 (1), 1-9, 2018
522018
A Deep Generative Model for Fragment-Based Molecule Generation
M Podda, D Bacciu, A Micheli
Proceedings of the 23rd International Conference on Artificial Intelligence …, 2020
382020
Edge-based sequential graph generation with recurrent neural networks
D Bacciu, A Micheli, M Podda
Neurocomputing 416 (November), 177-189, 2020
202020
Graph generation by sequential edge prediction
D Bacciu, A Micheli, M Podda
Proceedings of the 27th European Symposium on Artificial Neural Networks …, 2019
112019
Prediction of dynamical properties of biochemical pathways with Graph Neural Networks
P Bove, A Micheli, P Milazzo, M Podda
Proceedings of the 13th International Joint Conference on Biomedical …, 2020
92020
Deep Learning on Graphs with Applications to the Life Sciences
M Podda
University of Pisa, 2021
12021
Classification of Biochemical Pathway Robustness with Neural Networks for Graphs
M Podda, P Bove, A Micheli, P Milazzo
Biomedical Engineering Systems and Technologies, 215-219, 2021
12021
Preliminary Results on Predicting Robustness of Biochemical Pathways through Machine Learning on Graphs
P Bove, A Micheli, P Milazzo, M Podda
8th International Symposium “From Data to Models and Back (DataMod)”, 2019
12019
Deep Learning in Cheminformatics
A Micheli, M Podda
Deep Learning In Biology And Medicine, 157-195, 2022
2022
In silico modeling of biochemical pathways
P Milazzo, R Gori, A Micheli, L Nasti, M Podda
Biomedical Science and Engineering 4 (s1), 2021
2021
Graphgen-redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation
D Bacciu, M Podda
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
Biochemical Pathway Robustness Prediction with Graph Neural Networks
M Podda, D Bacciu, A Micheli, P Milazzo
Proceedings of the 28th European Symposium on Artificial Neural Networks …, 2020
2020
Predicting mortality in low birth weight infants: a machine learning perspective
M Podda, A Micheli, D Bacciu
University of Pisa, 2017
2017
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Articles 1–15