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Giulia Marchello

Vasari Scoring System in Discerning between Different Degrees of Glioma and IDH Status Prediction: A Possible Machine Learning Application?
2023 · Laura Gemini, Mario Tortora, et al. · Journal of Imaging · 26
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An artificial intelligence algorithm for co‐clustering to help in pharmacovigilance before and during the COVID‐19 pandemic
2024 · Alexandre Destere, Giulia Marchello, et al. · British Journal of Clinical Pharmacology · 9
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Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance
2022 · Giulia Marchello, Audrey Fresse, et al. · Statistics and Computing · 9
A Deep Dynamic Latent Block Model for Co-clustering of Zero-Inflated Data Matrices
2024 · Giulia Marchello, Marco Corneli, et al. · Journal of Computational and Graphical Statistics · 6
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To be or not to be, when synthetic data meet clinical pharmacology: A focused study on pharmacogenetics
2024 · Jean‐Baptiste Woillard, Clément Benoist, et al. · CPT Pharmacometrics & Systems Pharmacology · 4
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A Deep Dynamic Latent Block Model for the Co-Clustering of Zero-Inflated Data Matrices
2023 · Giulia Marchello, Marco Corneli, et al. · Lecture notes in computer science · 1
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Super learner for tabular synthetic data generation
2025 · Beclin, Marie-Félicia, Marchello, Giulia, et al. · HAL
Deep dynamic co-clustering of count data streams: application to pharmacovigilance
2024 · Giulia Marchello, Alexandre Destere, et al. · Journal of Data Science Statistics and Visualisation
Unsupervised statistical learning with latent block models on dynamic discrete data
2023 · Giulia Marchello · theses.fr (ABES)
Deep dynamic co-clustering of streams of count data: a new online Zip-dLBM
2023 · Giulia Marchello, Marco Corneli, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)
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Co-clustering of evolving count matrices in pharmacovigilance with the dynamic latent block model
2021 · Marchello, Giulia, Fresse, Audrey, et al. · HAL
The Dynamic Latent Block Model for Sparse and Evolving Count Matrices
2020 · Giulia Marchello, Marco Corneli, et al.
The dynamic latent block model for the co-clustering of evolving binary matrices
2020 · Marchello, Giulia, Corneli, Marco, et al. · HAL
Works count: 14
Citation count: 55
H-index: 4
I10-index: 1
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