Fabio Fabris
Orcid: 0000-0001-7159-4668
According to our database1,
Fabio Fabris
authored at least 13 papers
between 2014 and 2021.
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Bibliography
2021
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
2020
Bioinform., 2020
Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes.
Briefings Bioinform., 2020
2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
2018
A new approach for interpreting Random Forest models and its application to the biology of ageing.
Bioinform., 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
New probabilistic graphical models and meta-learning approaches for hierarchical classification, with applications in bioinformatics and ageing.
PhD thesis, 2017
2016
An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins.
Bioinform., 2016
2015
A Novel Extended Hierarchical Dependence Network Method Based on Non-hierarchical Predictive Classes and Applications to Ageing-Related Data.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
2014
An Efficient Algorithm for Hierarchical Classification of Protein and Gene Functions.
Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014
Dependency network methods for Hierarchical Multi-label Classification of gene functions.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014