Volgen
Arnout Van Messem
Arnout Van Messem
University of Liège
Geverifieerd e-mailadres voor uliege.be
Titel
Geciteerd door
Geciteerd door
Jaar
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
U Ozbulak, A Van Messem, W De Neve
International Conference on Medical Image Computing and Computer-Assisted …, 2019
692019
Bouligand derivatives and robustness of support vector machines for regression
A Christmann, A Van Messem
Journal of Machine Learning Research 9 (May), 915-936, 2008
632008
State of affairs of osteopathy in the Benelux: Benelux Osteosurvey 2013
PLS Van Dun, MA Nicolaie, A Van Messem
International Journal of Osteopathic Medicine 20, 3-17, 2016
532016
On consistency and robustness properties of support vector machines for heavy-tailed distributions
A Christmann, I Steinwart, A van Messem
Statistics and Its Interface 2 (3), 311-327, 2009
492009
How to make sense of 3D representations for plant phenotyping: a compendium of processing and analysis techniques
N Harandi, B Vandenberghe, J Vankerschaver, S Depuydt, ...
Plant Methods 19 (1), 60, 2023
16*2023
Rethinking protein drug design with highly accurate structure prediction of anti-CRISPR proteins
H Park, Y Park, J Vankerschaver, A Van Messem, W De Neve, H Shim
Pharmaceuticals 15 (3), 310, 2022
142022
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems
U Ozbulak, B Vandersmissen, A Jalalvand, I Couckuyt, A Van Messem, ...
Computer Vision and Image Understanding 202, 103111, 2021
132021
An automated model reduction method for biochemical reaction networks
M Gasparyan, A Van Messem, S Rao
Symmetry 12 (8), 1321, 2020
122020
Perturbation analysis of gradient-based adversarial attacks
U Ozbulak, M Gasparyan, W De Neve, A Van Messem
Pattern Recognition Letters 135, 313-320, 2020
122020
Support vector machines: A robust prediction method with applications in bioinformatics
A Van Messem
Handbook of Statistics 43, 391-466, 2020
122020
Box-Scan: An efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera
HM Park, A Van Messem, W De Neve
Proceedings of the 7th IIAE International Conference on Industrial …, 2019
112019
Know your self-supervised learning: A survey on image-based generative and discriminative training
U Ozbulak, HJ Lee, B Boga, ET Anzaku, H Park, A Van Messem, ...
arXiv preprint arXiv:2305.13689, 2023
102023
A review on consistency and robustness properties of support vector machines for heavy-tailed distributions
A Van Messem, A Christmann
Advances in data analysis and classification 4 (2), 199-220, 2010
92010
Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design
H Park, A Van Messem, W De Neve
2020 IEEE 7th International Conference on Industrial Engineering and …, 2020
82020
In silico optimization of RNA–protein interactions for CRISPR-Cas13-based antimicrobials
H Park, Y Park, U Berani, E Bang, J Vankerschaver, A Van Messem, ...
Biology Direct 17 (1), 27, 2022
72022
MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams
H Park, S Park, MK de Guzman, JY Baek, T Cirkovic Velickovic, ...
Plos one 17 (6), e0269449, 2022
72022
How the softmax output is misleading for evaluating the strength of adversarial examples
U Ozbulak, W De Neve, A Van Messem
NeurIPS 2018: 32nd Conference on Neural Information Processing Systems …, 2018
72018
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. arXiv 2019
U Ozbulak, A Van Messem, W De Neve
arXiv preprint arXiv:1907.13124, 0
7
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis
H Kang, H Park, Y Ahn, A Van Messem, W De Neve
Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021
62021
A novel technique for model reduction of biochemical reaction networks
M Gasparyan, A Van Messem, S Rao
IFAC-PapersOnLine 51 (19), 28-31, 2018
62018
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–20