Sofie Van Hoecke

发表

Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring

N. Vandenbussche, Gilles Vandewiele, Emiel Deprost, 2022, Biomed. Signal Process. Control..

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery

Mia Loccufier, Olivier Janssens, Sofie Van Hoecke, 2019, IEEE Transactions on Industrial Informatics.

Leak localization in water distribution networks using GIS-Enhanced autoencoders

F. Ongenae, G. Vaes, S. Van Hoecke, 2023, Urban Water Journal.

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

Rik Van de Walle, Mia Loccufier, Olivier Janssens, 2017, IEEE/ASME Transactions on Mechatronics.

Clinical information extraction for preterm birth risk prediction

Thomas Demeester, Femke Ongenae, Filip De Turck, 2020, J. Biomed. Informatics.

A decision support system to follow up and diagnose primary headache patients using semantically enriched data

Femke Ongenae, Filip De Turck, Vincent Keereman, 2018, BMC Medical Informatics and Decision Making.

A Complete Software Stack for IoT Time-Series Analysis that Combines Semantics and Machine Learning—Lessons Learned from the Dyversify Project

F. Ongenae, B. Volckaert, Dieter De Paepe, 2021, Applied Sciences.

TALK: Tracking Activities by Linking Knowledge

F. Ongenae, Bram Steenwinckel, Marija Stojchevska, 2023, Engineering Applications of Artificial Intelligence.

Medinoid: Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning †

Wesley De Neve, Sofie Van Hoecke, Jong Chul Han, 2019, Applied Sciences.

Event-Driven Dashboarding and Feedback for Improved Event Detection in Predictive Maintenance Applications

S. Verstichel, F. Ongenae, Dieter De Paepe, 2021, Applied Sciences.

Prediction of follower jumps in cam-follower mechanisms: The benefit of using physics-inspired features in recurrent neural networks

G. Crevecoeur, S. Van Hoecke, Wannes De Groote, 2022, Mechanical Systems and Signal Processing.

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

F. Ongenae, G. Vaes, Michael Weyns, 2022, Water Supply.

Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings

J. Nelis, F. Ongenae, M. Strobbe, 2023, Sensors.

Unsupervised spectral sub-feature learning for hyperspectral image classification

Steven Verstockt, Rik Van de Walle, Viktor Slavkovikj, 2016 .

Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients: a prospective single center observational study

F. Ongenae, V. Stove, J. Boelens, 2023, Annals of Intensive Care.