prof. dr. ir. Sofie Van Hoecke
- Work address
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Gr.Karel de Goedelaan 5, Geb.B
8500 Kortrijk - Sofie.VanHoecke@UGent.be
- ORCID iD
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0000-0002-7865-6793
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Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling
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- Journal Article
- A1
- open access
FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning
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- Journal Article
- A1
- open access
Anomaly detection and event mining in cold forming manufacturing processes
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Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile
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Unsupervised anomaly detection for communication networks : an autoencoder approach
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Clinical information extraction for preterm birth risk prediction
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- Journal Article
- A1
- open access
Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications
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Data-driven prognostics of alternating current solenoid valves
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- Journal Article
- A1
- open access
A generalized matrix profile framework with support for contextual series analysis
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- Journal Article
- A1
- open access
A dynamic dashboarding application for fleet monitoring using semantic web of things technologies