Marta Fernandes

According to our database, Marta Fernandes authored at least 13 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Time series data mining for railway wheel and track monitoring: a survey.

Afonso Lourenço, Diogo Ribeiro, Marta Fernandes, Goreti Marreiros

Neural Comput. Appl., September, 2024

2022

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

Marta Fernandes, Juan Manuel Corchado, Goreti Marreiros

Appl. Intell., 2022

Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions.

Afonso Lourenço, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

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

Afonso Lourenço, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado

Proceedings of the IECON 2022, 2022

2021

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

Alda Canito, Marta Fernandes, João Mourinho, Serkan Tosun, Kamer Kaya, Aysegül Turupcu, Angel Lagares, Hüseyin Karabulut, Goreti Marreiros

Proceedings of the IECON 2021, 2021

Service-Oriented Architecture for Data-Driven Fault Detection.

Marta Fernandes, Alda Canito, Daniel Mota, Juan M. Corchado, Goreti Marreiros

Proceedings of the Distributed Computing and Artificial Intelligence, 2021

2019

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

Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros

Int. J. Inf. Manag., 2019

Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models.

Marta Fernandes, Alda Canito, Juan Manuel Corchado, Goreti Marreiros

Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018

Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection.

Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros

Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

A Big Data Platform for Industrial Enterprise Asset Value Enablers.

Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Goreti Marreiros

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017

An Architecture for Proactive Maintenance in the Machinery Industry.

Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Magno Santos, Ricardo Rato, Gonçalo Cardeal, Francisco Leiras, Goreti Marreiros

Proceedings of the Ambient Intelligence - Software and Applications, 2017

2012

Adaptation Model for PCMAT - Mathematics Collaborative Learning Platform.

Marta Fernandes, Constantino Martins, Luíz Faria, Paulo Couto, Cristiano Valente, Cristina Bastos, Fátima Costa, Eurico Carrapatoso

Proceedings of the Highlights on Practical Applications of Agents and Multi-Agent Systems, 2012

2011

PCMAT - Mathematics Collaborative Learning Platform.

Constantino Martins, Paulo Couto, Marta Fernandes, Cristina Bastos, Maria C. Costa-Lobo, Luíz Faria, Eurico Carrapatoso

Proceedings of the Highlights in Practical Applications of Agents and Multiagent Systems, 2011