Marta Fernandes

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 10

Top Topics

Tennessee Eastman

Feature Selection

Fault Diagnosis

Top Venues

Int. J. Inf. Manag.

Publications

Afonso Lourenço, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado
Using simulation to evaluate a concept drift detector for condition based maintenance. IECON (2022)
Marta Fernandes, Juan Manuel Corchado, Goreti Marreiros
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review. Appl. Intell. 52 (12) (2022)
Afonso Lourenço, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros
Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions. PAAMS (Workshops) (2022)
Alda Canito, Marta Fernandes, João Mourinho, Serkan Tosun, Kamer Kaya, Aysegül Turupcu, Angel Lagares, Hüseyin Karabulut, Goreti Marreiros
Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques. IECON (2021)
Marta Fernandes, Alda Canito, Daniel Mota, Juan M. Corchado, Goreti Marreiros
Service-Oriented Architecture for Data-Driven Fault Detection. DCAI (1) (2021)
Marta Fernandes, Alda Canito, Juan Manuel Corchado, Goreti Marreiros
Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models. DCAI (2019)
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry. Int. J. Inf. Manag. 46 (2019)
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Goreti Marreiros
A Big Data Platform for Industrial Enterprise Asset Value Enablers. DCAI (2018)
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection. WorldCIST (1) (2018)
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Magno Santos, Ricardo Rato, Gonçalo Cardeal, Francisco Leiras, Goreti Marreiros
An Architecture for Proactive Maintenance in the Machinery Industry. ISAmI (2017)
Marta Fernandes, Constantino Martins, Luíz Faria, Paulo Couto, Cristiano Valente, Cristina Bastos, Fátima Costa, Eurico Carrapatoso
Adaptation Model for PCMAT - Mathematics Collaborative Learning Platform. PAAMS (Special Sessions) (2012)
Constantino Martins, Paulo Couto, Marta Fernandes, Cristina Bastos, Maria C. Costa-Lobo, Luíz Faria, Eurico Carrapatoso
PCMAT - Mathematics Collaborative Learning Platform. PAAMS (Special Sessions) (2011)