Maarten Meire

According to our database, Maarten Meire authored at least 6 papers between 2019 and 2026.

Collaborative distances:

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

2026

Constraint Guided Recurrent Convolutional AutoEncoders for Condition Indicator Estimation.

Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

Constraint guided autoencoders for joint optimization of condition indicator estimation and anomaly detection in machine condition monitoring.

Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers

Mach. Learn., July, 2025

Constraint-Guided Learning of Data-driven Health Indicator Models: An Application on the Pronostia Bearing Dataset.

Yonas Y. Tefera, Quinten Van Baelen, Maarten Meire, Stijn Luca, Peter Karsmakers

CoRR, March, 2025

2020

Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine.

Yonas Y. Tefera, Maarten Meire, Stijn Luca, Peter Karsmakers

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

2019

Comparison of Deep Autoencoder Architectures for Real-time Acoustic Based Anomaly Detection in Assets.

Maarten Meire, Peter Karsmakers

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

The Impact of Missing Labels and Overlapping Sound Events on Multi-label Multi-instance Learning for Sound Event Classification.

Maarten Meire, Peter Karsmakers, Lode Vuegen

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019