Fábio Fabris
University of Kent(GB)
Publications by Year
Research Areas
Bioinformatics and Genomic Networks, Gene expression and cancer classification, Machine Learning in Bioinformatics, Machine Fault Diagnosis Techniques, Fault Detection and Control Systems
Most-Cited Works
- → The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens(2019)468 cited
- → A review of supervised machine learning applied to ageing research(2017)141 cited
- → Ageing transcriptome meta-analysis reveals similarities and differences between key mammalian tissues(2021)119 cited
- → Atmospheric pressure photoionization mechanisms(2003)67 cited
- → A new approach for interpreting Random Forest models and its application to the biology of ageing(2018)60 cited
- → Diagnosing multiple faults in oil rig motor pumps using support vector machine classifier ensembles(2011)43 cited
- → A co-evolutionary differential evolution algorithm for solving min–max optimization problems implemented on GPU using C-CUDA(2011)39 cited
- → A Situation-Aware Fear Learning (SAFEL) model for robots(2016)25 cited
- → Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool(2019)23 cited