Researcher
Olivier Janssens
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering, Electronics
Affiliations
- Department of Industrial System and Product Design (Department)
Member
From1 Oct 2013 → 15 Aug 2014 - Department of Electronics and information systems (Department)
Member
From25 Sep 2012 → 23 Mar 2019
Publications
1 - 10 of 41
- Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling(2021)
Authors: Gilles Vandewiele, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke, Thomas Demeester
- A generalized matrix profile framework with support for contextual series analysis(2020)
Authors: Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke
- Eliminating noise in the matrix profile(2019)
Authors: Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke
Pages: 84 - 93 - Interpretable detection of unstable smart TV usage from power state logs(2019)
Authors: Ganjour Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Guillaume Crevecoeur, Sofie Van Hoecke, Petra Perner
Pages: 191 - 200 - Improved performance measures for video quality assessment algorithms using training and validation sets(2019)
Authors: Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky, Patrick Le Callet
Pages: 2026 - 2041 - A critical look at studies applying over-sampling on the TPEHGDB dataset(2019)Volume: 11526
Authors: Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke, Thomas Demeester, David Riaño, Szymon Wilk, Annette ten Teije
Pages: 355 - 364 - Medinoid : computer-aided diagnosis and localization of glaucoma using deep learning(2019)
Authors: Mijung Kim, Jong Chul Han, Seung Hyup Hyun, Olivier Janssens, Sofie Van Hoecke, Changwon Kee, Wesley De Neve
- Time-to-birth prediction models and the influence of expert opinions(2019)Volume: 11526
Authors: Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke, Thomas Demeester, David Riaño, Szymon Wilk, Annette ten Teije
Pages: 286 - 291 - Large-scale wearable data reveal digital phenotypes for daily-life stress detection(2018)
Authors: Elena Smets, Emmanuel Rios Velazquez, Giuseppina Schiavone, Imen Chakroun, Ellie D'Hondt, Walter De Raedt, Jan Cornelis, Olivier Janssens, Sofie Van Hoecke, Stephan Claes, et al.
Pages: 1 - 10 - Automated assessment of bone age using deep learning and Gaussian process regression(2018)
Authors: Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, PIETER DEVOLDER, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene
Pages: 674 - 677