Fabio Fabris

13 papers B 1C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes.
IEEE ACM Trans. Comput. Biol. Bioinform.
Pablo Nascimento da Silva, Alexandre Plastino, Fabio Fabris, Alex Alves Freitas
2020 J jnl
Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes.
Briefings Bioinform.
Fabio Fabris, Daniel Palmer, João Pedro de Magalhães, Alex Alves Freitas
2020 J jnl
Using deep learning to associate human genes with age-related diseases.
Bioinform.
Fabio Fabris, Daniel Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex Alves Freitas
2019 — conf
Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool.
LOD
Fabio Fabris, Alex Alves Freitas
2018 J jnl
A new approach for interpreting Random Forest models and its application to the biology of ageing.
Bioinform.
Fabio Fabris, Aoife Doherty, Daniel Palmer, João Pedro de Magalhães, Alex Alves Freitas
2018 — conf
Meta-Learning for Recommending Metaheuristics for the MaxSAT Problem.
BRACIS
Enrico S. Miranda, Fabio Fabris, Chrystian G. M. Nascimento, Alex Alves Freitas, Alexandre C. M. Oliveira
2017 J jnl
A Situation-Aware Fear Learning (SAFEL) model for robots.
Neurocomputing
Caroline Rizzi Raymundo, Colin G. Johnson, Fabio Fabris, Patrícia A. Vargas
2017 — —
New probabilistic graphical models and meta-learning approaches for hierarchical classification, with applications in bioinformatics and ageing.
Fabio Fabris
2016 J jnl
An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes.
IEEE ACM Trans. Comput. Biol. Bioinform.
Fabio Fabris, Alex Alves Freitas, Jennifer M. A. Tullet
2016 J jnl
New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins.
Bioinform.
Fabio Fabris, Alex Alves Freitas
2015 B conf
A Novel Extended Hierarchical Dependence Network Method Based on Non-hierarchical Predictive Classes and Applications to Ageing-Related Data.
ICTAI
Fabio Fabris, Alex Alves Freitas
2014 — conf
An Efficient Algorithm for Hierarchical Classification of Protein and Gene Functions.
DEXA Workshops
Fabio Fabris, Alex Alves Freitas
2014 C conf
Dependency network methods for Hierarchical Multi-label Classification of gene functions.
CIDM
Fabio Fabris, Alex Alves Freitas