Marta Fernandes

Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review

J. Corchado, G. Marreiros, Marta Fernandes, 2022, Applied Intelligence.

Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques

K. Kaya, G. Marreiros, A. Canito, 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society.

Using simulation to evaluate a concept drift detector for condition based maintenance

J. Corchado, G. Marreiros, Marta Fernandes, 2022, IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society.

A functional metagenomics approach to identify novel ultraviolet resistance genes

Marta Fernandes, 2015 .

Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry

Verónica Bolón-Canedo, Isabel Praça, Goreti Marreiros, 2019, Int. J. Inf. Manag..