Onderzoeker
Arnout Van Messem
- Trefwoorden:support vector machines, robuustheid, machine learning
- Disciplines:Statistiek, Machine learning en besluitvorming, Computationele biomodellering en machine learning
Affiliaties
- Department of Environmental Technology, Food Technology and Molecular Biotechnology (Departement)
Lid
Vanaf1 sep 2015 → 30 sep 2021 - Vakgroep Toegepaste Wiskunde, Informatica en Statistiek (Departement)
Lid
Vanaf1 nov 2013 → 31 aug 2022 - Vakgroep Vergelijkende Fysiologie en Biometrie (Departement)
Lid
Vanaf1 jan 2013 → 31 okt 2013
Publicaties
1 - 10 van 26
- How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques(2023)
Auteurs: Negin Harandi, Breght Vandenberghe, Stephen Depuydt, Arnout Van Messem
- Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection(2023)
Auteurs: 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
- CRISPR-Cas-Docker : web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins(2023)
Auteurs: Homin Park, Jong Bum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim
- Parameter estimation for models of chemical reaction networks from experimental data of reaction rates(2023)
Auteurs: Manvel Gasparyan, Arnout Van Messem, Shodhan Rao
Pagina's: 392 - 407 - Evaluating adversarial attacks on ImageNet : a reality check on misclassification classes(2021)
Auteurs: Utku Özbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve
Aantal pagina's: 1 - Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems(2021)
Auteurs: 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)
Auteurs: Utku Özbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
Aantal pagina's: 1 - 3-D deep learning-based item classification for belt conveyors targeting packaging and logistics(2021)Volume: 12666
Auteurs: 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.
Pagina's: 578 - 591 - Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning(2021)Volume: 12616
Auteurs: Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve
Pagina's: 254 - 266 - Support vector machines : a robust prediction method with applications in bioinformatics(2020)Series: Handbook of statistics
Auteurs: Arnout Van Messem, Arni S.R. Srinivasa Rao, Rao C. R.
Pagina's: 391 - 466