Researcher
Arnout Van Messem
- Keywords:robustness, support vector machines, machine learning
- Disciplines:Statistics, Machine learning and decision making, Computational biomodelling and machine learning
Affiliations
- Department of Environmental Technology, Food Technology and Molecular Biotechnology (Department)
Member
From1 Sep 2015 → 30 Sep 2021 - Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Nov 2013 → 31 Aug 2022 - Department of Comparative physiology and biometrics (Department)
Member
From1 Jan 2013 → 31 Oct 2013
Publications
1 - 10 of 26
- How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques(2023)
Authors: Negin Harandi, Breght Vandenberghe, Stephen Depuydt, Arnout Van Messem
- CRISPR-Cas-Docker : web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins(2023)
Authors: Homin Park, Jong Bum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim
- Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection(2023)
Authors: Esla Timothy Anzaku, Mohammed Aliy Mohammed, Utku Özbulak, Jongbum Won, Hyesoo Hong, Janarthanan Krishnamoorthy, Sofie Van Hoecke, Stefan Magez, Arnout Van Messem, Wesley De Neve
- Parameter estimation for models of chemical reaction networks from experimental data of reaction rates(2023)
Authors: Manvel Gasparyan, Arnout Van Messem, Shodhan Rao
Pages: 392 - 407 - Evaluating adversarial attacks on ImageNet : a reality check on misclassification classes(2021)
Authors: Utku Özbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve
Number of pages: 1 - Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems(2021)
Authors: Utku Özbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
- Selection of source images heavily influences the effectiveness of adversarial attacks(2021)
Authors: Utku Özbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
Number of pages: 1 - 3-D deep learning-based item classification for belt conveyors targeting packaging and logistics(2021)Volume: 12666
Authors: Homin Park, Byungkon Kang, Arnout Van Messem, Wesley De Neve, Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, et al.
Pages: 578 - 591 - Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning(2021)Volume: 12616
Authors: Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve
Pages: 254 - 266 - Support vector machines : a robust prediction method with applications in bioinformatics(2020)Series: Handbook of statistics
Authors: Arnout Van Messem, Arni S.R. Srinivasa Rao, Rao C. R.
Pages: 391 - 466