Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Sofie Van Hoecke

Faculty of Engineering and Architecture > Department of Electronics and information systems

Work address: Gr.Karel de Goedelaan 5, Geb.B
8500 Kortrijk
Email: Sofie.VanHoecke@UGent.be
ORCID iD: 0000-0002-7865-6793

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- Book Chapter
- open access
Implications of Z-Normalization in the Matrix Profile

Dieter De Paepe (UGent) , Diego Nieves Avendano (UGent) and Sofie Van Hoecke (UGent)

(2020) Pattern Recognition Applications and Methods. p.95-118
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Smart machine maintenance enabled by a condition monitoring living lab

T. H. Ooijevaar, K. Pichler, Y. Di, S. Devos, Bruno Volckaert (UGent) , Sofie Van Hoecke (UGent) and C. Hesch

(2019) IFAC PAPERSONLINE. 52(15). p.376-381
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Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism

Wannes De Groote (UGent) , Edward Kikken, Srajan Goyal, Sofie Van Hoecke (UGent) , Erik Hostens and Guillaume Crevecoeur (UGent)

(2019) 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). p.1049-1054
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- Conference Paper
- C1
- open access
Interpretable detection of unstable smart TV usage from power state logs

Tamir Mazaev (UGent) , Olivier Janssens (UGent) , Dirk Van Gheel, Lieve Lanoye, Guillaume Crevecoeur (UGent) and Sofie Van Hoecke (UGent)

(2019) Advances in data mining, applications and theoretical aspects : 19th Industrial Conference on Data Mining (ICDM 2019) : proceedings. p.191-200
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- Conference Paper
Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks

Mi Jung Kim (UGent) , Homin Park (UGent) , J.Y. Kim, Sofie Van Hoecke (UGent) and Wesley De Neve (UGent)

(2019) p.1-7
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- Conference Paper
- P1
- open access
A critical look at studies applying over-sampling on the TPEHGDB dataset

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Sofie Van Hoecke (UGent) and Thomas Demeester (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Artificial Intelligence 11526. p.355-364
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- Conference Paper
- P1
- open access
Time-to-birth prediction models and the influence of expert opinions

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Sofie Van Hoecke (UGent) and Thomas Demeester (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Computer Science 11526. p.286-291
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- Journal Article
- A1
- open access
Medinoid : computer-aided diagnosis and localization of glaucoma using deep learning

Mijung Kim, Jong Chul Han, Seung Hyup Hyun, Olivier Janssens (UGent) , Sofie Van Hoecke (UGent) , Changwon Kee and Wesley De Neve (UGent)

(2019) APPLIED SCIENCES-BASEL. 9(15).
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- Conference Paper
- P1
- open access
A convolutional neural network aided physical model improvement for AC solenoid valves diagnosis

Georges Tod, Tamir Mazaev (UGent) , Kerem Eryilmaz, Agusmian Partogi Ompusunggu, Erik Hostens and Sofie Van Hoecke (UGent)

(2019) 2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-PARIS). In Prognostics and System Health Management Conference p.223-227
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- Conference Paper
- C1
- open access
Eliminating noise in the matrix profile

Dieter De Paepe (UGent) , Olivier Janssens (UGent) and Sofie Van Hoecke (UGent)

(2019) Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods. p.84-93

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