Fabio Fabris

ORCID

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 9

Top Venues

Bioinform.

IEEE ACM Trans. Comput. Biol. Bioinform.

Briefings Bioinform.

BRACIS

University of Kent, Canterbury, UK (PHD)

Education History

University of Kent, Canterbury, UK

PHD

Publications

Pablo Nascimento da Silva, Alexandre Plastino, Fabio Fabris, Alex Alves Freitas
A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Fabio Fabris, Daniel Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex Alves Freitas
Using deep learning to associate human genes with age-related diseases. Bioinform. 36 (7) (2020)
Fabio Fabris, Daniel Palmer, João Pedro de Magalhães, Alex Alves Freitas
Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes. Briefings Bioinform. 21 (3) (2020)
Fabio Fabris, Alex Alves Freitas
Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool. LOD (2019)
Enrico S. Miranda, Fabio Fabris, Chrystian G. M. Nascimento, Alex Alves Freitas, Alexandre C. M. Oliveira
Meta-Learning for Recommending Metaheuristics for the MaxSAT Problem. BRACIS (2018)
Fabio Fabris, Aoife Doherty, Daniel Palmer, João Pedro de Magalhães, Alex Alves Freitas
A new approach for interpreting Random Forest models and its application to the biology of ageing. Bioinform. 34 (14) (2018)
Caroline Rizzi Raymundo, Colin G. Johnson, Fabio Fabris, Patrícia A. Vargas
A Situation-Aware Fear Learning (SAFEL) model for robots. Neurocomputing 221 (2017)
Fabio Fabris, Alex Alves Freitas
New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins. Bioinform. 32 (19) (2016)
Fabio Fabris, Alex Alves Freitas, Jennifer M. A. Tullet
An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (6) (2016)
Fabio Fabris, Alex Alves Freitas
A Novel Extended Hierarchical Dependence Network Method Based on Non-hierarchical Predictive Classes and Applications to Ageing-Related Data. ICTAI (2015)
Fabio Fabris, Alex Alves Freitas
Dependency network methods for Hierarchical Multi-label Classification of gene functions. CIDM (2014)
Fabio Fabris, Alex Alves Freitas
An Efficient Algorithm for Hierarchical Classification of Protein and Gene Functions. DEXA Workshops (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabio Fabris