prof. dr. ir. Sofie Van Hoecke
- ORCID iD
- 0000-0002-7865-6793
- Bio (via ORCID)
- I graduated from the Engineering Department from the Ghent University in 2003. Following up on my studies in computer science, I achieved a PhD in computer science engineering at the Department of Information Technology at the same university. After being a postdoctoral research engineer at the Department of Information Technology, I started as lecturer ICT and ICT research coordinator at the University College West-Flanders. Since 2013, I joined Ghent University again. Currently, I am associate professor at IDLab, Ghent University-imec and my research focuses on machine learning and hybrid machine learning for predictive maintenance and predictive healthcare.
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- Journal Article
- open access
A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests
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- Journal Article
- A1
- open access
Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks
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Benchmarking whole knowledge graph embedding techniques
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Transfer Learning for Anomaly Detection Using Bearings' Vibration Signals
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Acoustic and Prosodic Speech Features Reflect Physiological Stress but not Isolated Negative Affect: A Multi-Paradigm Study on Psychosocial Stressors
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- Conference Paper
- P1
- open access
MinMaxLTTB : leveraging MinMax-preselection to scale LTTB
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- Conference Paper
- P1
- open access
Edge anomaly detection framework for AIOps in Cloud and IoT
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- Journal Article
- A1
- open access
Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP)
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- Journal Article
- A1
- open access
Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection
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- Conference Paper
- C1
- open access
LDESTS : enabling efficient storage and querying of large volumes of time series data on solid pods