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Onderzoeker
Arnout Van Messem
Profiel
Projecten
Publicaties
Activiteiten
20
Resultaten
2021
Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning
Taewoo Jung
Esla Timothy Anzaku
Utku Özbulak
Stefan Magez
Arnout Van Messem
Wesley De Neve
C1
Conferentie
2021
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems
Utku Özbulak
Baptist Vandersmissen
Azarakhsh Jalalvand
Ivo Couckuyt
Arnout Van Messem
Wesley De Neve
A1
Artikel in een tijdschrift
in
COMPUTER VISION AND IMAGE UNDERSTANDING
2021
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis
Hanul Kang
Homin Park
Yuju Ahn
Arnout Van Messem
Wesley De Neve
P1
Conferentie
2021
Translation initiation site prediction using deep learning and synthetic datasets
Yunseol Park
Espoir Kabanga
Jasper Zuallaert
Hyunjin Shim
Arnout Van Messem
Wesley De Neve
U
Conferentie
2021
2020
An automated model reduction method for biochemical reaction networks
Manvel Gasparyan
Arnout Van Messem
Shodhan Rao
A1
Artikel in een tijdschrift
in
SYMMETRY-BASEL
2020
Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design
Homin Park
Arnout Van Messem
Wesley De Neve
P1
Conferentie
2020
Perturbation analysis of gradient-based adversarial attacks
Utku Özbulak
Manvel Gasparyan
Wesley De Neve
Arnout Van Messem
A1
Artikel in een tijdschrift
in
PATTERN RECOGNITION LETTERS
2020
Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability
Utku Özbulak
Jonathan Peck
Wesley De Neve
Bart Goossens
Yvan Saeys
Arnout Van Messem
C1
Conferentie
2020
Support vector machines : a robust prediction method with applications in bioinformatics
Arnout Van Messem
Hoofdstuk in een boek
in
Principles and methods for data science
2020
2019
Box-Scan : an efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera
Homin Park
Arnout Van Messem
Wesley De Neve
C1
Conferentie
2019
Impact of adversarial examples on deep learning models for biomedical image segmentation
Utku Özbulak
Arnout Van Messem
Wesley De Neve
P1
Conferentie
2019
Not all adversarial examples require a complex defense : identifying over-optimized adversarial examples with IQR-based logit thresholding
Utku Özbulak
Arnout Van Messem
Wesley De Neve
P1
Conferentie
2019
2018
A novel technique for model reduction of biochemical reaction networks
Manvel Gasparyan
Arnout Van Messem
Shodhan Rao
P1
Conferentie
2018
How the Softmax output is misleading for evaluating the strength of adversarial examples
Utku Özbulak
Wesley De Neve
Arnout Van Messem
C1
Conferentie
2018
2016
State of affairs of osteopathy in the Benelux: Benelux Osteosurvey 2013
Patrick LS Van Dun
Mioara Alina Nicolaie
Arnout Van Messem
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF OSTEOPATHIC MEDICINE
2016
2015
RiskStandard
Machteld Varewyck
Arnout Van Messem
Andere
2015
2011
Robustness and consistency results for support vector machines
Arnout Van Messem
Uwe Einmahl
Andreas Christmann
Proefschrift
2011
2010
A review on consistency and robustness properties of support vector machines for heavy-tailed distributions
Arnout Van Messem
Andreas Christmann
A1
Artikel in een tijdschrift
in
ADVANCES IN DATA ANALYSIS AND CLASSIFICATION
2010
2009
On consistency and robustness properties of Support Vector Machines for heavy-tailed distributions
Andreas Christmann
Arnout Van Messem
Ingo Steinwart
A1
Artikel in een tijdschrift
in
STATISTICS AND ITS INTERFACE
2009
2008
Bouligand derivatives and robustness of support vector machines for regression
Andreas Christmann
Arnout Van Messem
A1
Artikel in een tijdschrift
in
JOURNAL OF MACHINE LEARNING RESEARCH
2008
