Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Joris Vankerschaver

Department of Environmental Technology, Food Technology and Molecular Biotechnology
Faculty of Sciences > Department of Applied mathematics, computer science and statistics

ORCID iD: 0000-0002-5813-5659

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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, ANTS 2024. In Lecture Notes in Computer Science (LNCS) 14987. p.84-97
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Assessment of intraoperative scoring systems for predicting cytoreduction outcome in peritoneal metastatic disease : a systematic review and meta-analysis

Francesca Tozzi (UGent) , Rania Matthys (UGent) , Adris Molnar, Wim Ceelen (UGent) , Joris Vankerschaver (UGent) , Niki Rashidian (UGent) and Wouter Willaert (UGent)

(2024) ANNALS OF SURGICAL ONCOLOGY. 31. p.7165-7183
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- Journal Article
- A1
- open access
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

Hyunjung Lee, Utku Özbulak, Homin Park, Stephen Depuydt (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2024) BMC BIOINFORMATICS. 25(1).
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- Journal Article
- A1
- open access
The influence of pH on the efficacy of oxidation-reduction potential (ORP) to predict chlorine disinfection of surrogate bacteria, Escherichia coli O157:H7 and Listeria monocytogenes in oxidant demand free conditions and fresh produce wash water

Kimberly Gongora (UGent) , Joris Vankerschaver (UGent) , Imca Sampers (UGent) and Sam Van Haute (UGent)

(2024) FOOD MICROBIOLOGY. 121.
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- Conference Paper
- P1
- open access
Towards abdominal 3-D scene rendering from laparoscopy surgical videos using NeRFs

Khoa Tuan Nguyen (UGent) , Francesca Tozzi (UGent) , Niki Rashidian (UGent) , Wouter Willaert (UGent) , Joris Vankerschaver (UGent) and Wesley De Neve (UGent)

(2024) MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I. In Lecture notes in computer science 14348. p.83-93
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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, 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
Mutate and observe : utilizing deep neural networks to investigate the impact of mutations on translation initiation

Utku Özbulak, Hyun Jung Lee (UGent) , Jasper Zuallaert (UGent) , Wesley De Neve (UGent) , Stephen Depuydt (UGent) and Joris Vankerschaver (UGent)

(2023) BIOINFORMATICS. 39(6).
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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, 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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Utilizing mutations to evaluate interpretability of neural networks on genomic data

Utku Özbulak, Solha Kang, Jasper Zuallaert (UGent) , Stephen Depuydt (UGent) and Joris Vankerschaver (UGent)

(2022) NeurIPS 2022, thirty-sixth Conference on Neural Information Processing Systems, Proceedings.

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