Marta Fernandes

Orcid: 0000-0002-9419-7750

According to our database1, Marta Fernandes authored at least 12 papers between 2011 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

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.
Appl. Intell., 2022

Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions.
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.
Proceedings of the IECON 2022, 2022

2021
Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques.
Proceedings of the IECON 2021, 2021

Service-Oriented Architecture for Data-Driven Fault Detection.
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.
Int. J. Inf. Manag., 2019

Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018
Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

A Big Data Platform for Industrial Enterprise Asset Value Enablers.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017
An Architecture for Proactive Maintenance in the Machinery Industry.
Proceedings of the Ambient Intelligence - Software and Applications, 2017

2012
Adaptation Model for PCMAT - Mathematics Collaborative Learning Platform.
Proceedings of the Highlights on Practical Applications of Agents and Multi-Agent Systems, 2012

2011
PCMAT - Mathematics Collaborative Learning Platform.
Proceedings of the Highlights in Practical Applications of Agents and Multiagent Systems, 2011


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