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R Silva
R Silva
Université de Montpellier
Verified email at inserm.fr
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Year
geneRFinder: gene finding in distinct metagenomic data complexities
R Silva, K Padovani, F Góes, R Alves
BMC bioinformatics 22, 1-17, 2021
132021
Does dataset complexity matters for model explainers?
J Ribeiro, R Silva, L Cardoso, R Alves
2021 IEEE International Conference on Big Data (Big Data), 5257-5265, 2021
92021
A random forest classifier for prokaryotes gene prediction
R Silva, K Padovani, F Góes, RC Alves
2019 8th Brazilian conference on intelligent systems (BRACIS), 545-550, 2019
52019
Explanation-by-example based on item response theory
LFF Cardoso, J de S. Ribeiro, VCA Santos, RL Silva, MP Mota, ...
Brazilian Conference on Intelligent Systems, 283-297, 2022
32022
Risk stratification for younger and older patients with acute myeloid leukemia through transcriptomics, clinical data and machine learning
R Silva, C Riedel, J Reboul, B Guibert, F Ruffle, N Gilbert, A Boureux, ...
2023
A k-mer based transcriptomics analysis for NPM1-mutated AML
R Silva, C Riedel, B Guibert, F Ruffle, A Boureux, T Commes
medRxiv, 2023.01. 31.23285241, 2023
2023
Global Explanation of Tree-Ensembles Models Based on Item Response Theory
J Ribeiro, L Cardoso, R Silva, V Cirilo, N Carneiro, R Alves
arXiv preprint arXiv:2210.09933, 2022
2022
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective
J Ribeiro, L Cardoso, R Silva, V Cirilo, N Carneiro, R Alves
arXiv e-prints, arXiv: 2210.09933, 2022
2022
Explanations Based on Item Response Theory (Exirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective
JS Ribeiro Filho, LFF Cardoso, RLS Silva, NJS Carneiro, VCA Santos, ...
Available at SSRN 4572173, 0
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