Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Arnout Van Messem

No current affiliation with UGent

ORCID iD: 0000-0001-8545-7437

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Grasshopper optimization algorithm (GOA) : a novel algorithm or a variant of PSO?

Negin Harandi (UGent) , Arnout Van Messem (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2024) Swarm Intelligence : 14th International Conference, ANTS 2024, Konstanz, Germany, October 9–11, 2024, Proceedings. In Lecture Notes in Computer Science (LNCS) 14987. p.84-97
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- Conference Paper
- P1
Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP

Homin Park (UGent) , Ilho Yun, Mi Jung Kim (UGent) , Khoa Tuan Nguyen (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2024) Medical Imaging 2024: Computer-Aided Diagnosis. In Progress in Biomedical Optics and Imaging 12927.
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- Conference Paper
- P1
- open access
Leveraging human-machine interactions for computer vision dataset quality enhancement

Esla Timothy Anzaku (UGent) , Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, JongBum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2024) INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2023, PT I. In Lecture Notes in Computer Science 14531. p.295-309
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- Conference Paper
- C1
- open access
MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Homin Park (UGent) , Gang Hyun Kim, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2023) Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop (MuSe '23): Mimicked Emotions, Humour and Personalisation. p.89-97
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Know your self-supervised learning : a survey on image-based generative and discriminative training

Utku Özbulak, Hyun Jung Lee (UGent) , Beril Boga, Esla Timothy Anzaku (UGent) , Homin Park (UGent) , Arnout Van Messem (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2023) TRANSACTIONS ON MACHINE LEARNING RESEARCH.
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- Journal Article
- A1
- open access
Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection

Esla Timothy Anzaku (UGent) , Mohammed Aliy Mohammed (UGent) , Utku Özbulak, Jongbum Won, Hyesoo Hong, Janarthanan Krishnamoorthy, Sofie Van Hoecke (UGent) , Stefan Magez (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2023) SCIENTIFIC DATA. 10(1).
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- Journal Article
- A1
- open access
How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques

Negin Harandi (UGent) , Breght Vandenberghe (UGent) , Joris Vankerschaver (UGent) , Stephen Depuydt (UGent) and Arnout Van Messem (UGent)

(2023) PLANT METHODS. 19(1).
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- Journal Article
- A1
- open access
CRISPR-Cas-Docker : web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins

Homin Park (UGent) , Jong Bum Won, Yunseol Park, Esla Timothy Anzaku (UGent) , Joris Vankerschaver (UGent) , Arnout Van Messem (UGent) , Wesley De Neve (UGent) and Hyunjin Shim (UGent)

(2023) BMC BIOINFORMATICS. 24(1).
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- Journal Article
- A1
- open access
Parameter estimation for models of chemical reaction networks from experimental data of reaction rates

Manvel Gasparyan (UGent) , Arnout Van Messem (UGent) and Shodhan Rao (UGent)

(2023) INTERNATIONAL JOURNAL OF CONTROL. 96(2). p.392-407
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- Journal Article
- A1
- open access
In silico optimization of RNA-protein interactions for CRISPR-Cas13-based antimicrobials

Homin Park (UGent) , Yunseol Park, Urta Berani, Eunkyu Bang, Joris Vankerschaver (UGent) , Arnout Van Messem (UGent) , Wesley De Neve (UGent) and Hyunjin Shim (UGent)

(2022) BIOLOGY DIRECT. 17(1).

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