prof. dr. Arnout Van Messem
No current affiliation with UGent
- ORCID iD
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0000-0001-8545-7437
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- Journal Article
- A1
- open access
Interpreting stress detection models using SHAP and attention for MuSe-stress 2022
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- Journal Article
- A1
- open access
Re-assessing accuracy degradation : a framework for understanding DNN behavior on similar-but-non-identical test datasets
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- Conference Paper
- C3
- open access
Generating and evaluating synthetic DNA sequences with splice sites using generative adversarial networks
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- Conference Paper
- C1
- open access
Towards interpretable multitask learning for splice site and translation initiation site prediction
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- Conference Paper
- P1
- open access
Grasshopper optimization algorithm (GOA) : a novel algorithm or a variant of PSO?
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Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP
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- Conference Paper
- P1
- open access
Leveraging human-machine interactions for computer vision dataset quality enhancement
(2024) INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2023, PT I. In Lecture Notes in Computer Science 14531. p.295-309 -
- Conference Paper
- C1
- open access
MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery
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Know your self-supervised learning : a survey on image-based generative and discriminative training
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- Journal Article
- A1
- open access
Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection