Fabio Fabris

A review of supervised machine learning applied to ageing research

João Pedro de Magalhães, Alex A Freitas, Fabio Fabris, 2017, Biogerontology.

Using deep learning to associate human genes with age-related diseases

Khalid M. Salama, João Pedro de Magalhães, Fabio Fabris, 2019, Bioinform..

PICKER-HG: a web server using random forests for classifying human genes into categories

Alex A Freitas, Fabio Fabris, Daniel Palmer, 2019, bioRxiv.

Meta-Learning for Hierarchical Classification and Applications in Bioinformatics

Alex A. Freitas, Fabio Fabris, A. Freitas, 2018 .

Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes

Alex Alves Freitas, João Pedro de Magalhães, Fabio Fabris, 2019, Briefings Bioinform..

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Tapio Salakoski, Feng Zhang, Paolo Fontana, 2019, Genome Biology.