Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Jefrey Lijffijt

Faculty of Engineering and Architecture > Department of Electronics and information systems

Work address: Technologiepark Zwijnaarde 122
9052 Zwijnaarde
Email: Jefrey.Lijffijt@UGent.be
ORCID iD: 0000-0002-2930-5057

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Revised conditional t-SNE : looking beyond the nearest neighbors

Edith Heiter (UGent) , Bo Kang (UGent) , Ruth Seurinck (UGent) and Jefrey Lijffijt (UGent)

(2023) Advances in Intelligent Data Analysis XXI : 21st International Symposium on Intelligent Data Analysis, IDA 2023, Proceedings. In Lecture notes in computer science 13876. p.169-181
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- Journal Article
- A1
- open access
An empirical evaluation of network representation learning methods

Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2023) BIG DATA.
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- Miscellaneous
A challenge-based survey of e-recruitment recommendation systems

Yoosof Mashayekhi (UGent) , Nan Li (UGent) , Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2022)
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Introduction to the special section on AI in manufacturing : current trends and challenges

Jefrey Lijffijt (UGent) , Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy and Joaquin Vanschoren

(2022) SIGKDD EXPLORATIONS. 24(2). p.81-85
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A systematic evaluation of node embedding robustness

Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) , Stephan Günnemann and Tijl De Bie (UGent)

(2022) PROCEEDINGS OF MACHINE LEARNING RESEARCH. 198.
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Topologically regularized data embeddings

Robin Vandaele, Bo Kang (UGent) , Jefrey Lijffijt (UGent) , Tijl De Bie (UGent) and Yvan Saeys (UGent)

(2022) International Conference on Learning Representations (ICLR 2022), Proceedings.
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- Journal Article
- A1
- open access
Evaluating representation learning and graph layout methods for visualization

Edith Heiter (UGent) , Bo Kang (UGent) , Tijl De Bie (UGent) and Jefrey Lijffijt (UGent)

(2022) IEEE COMPUTER GRAPHICS AND APPLICATIONS. 42(3). p.19-28
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- Journal Article
- A1
- open access
EvalNE : a framework for network embedding evaluation

Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2022) SOFTWAREX. 17.
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Conditional t-SNE : more informative t-SNE embeddings

Bo Kang (UGent) , Dario Garcia Garcia, Jefrey Lijffijt (UGent) , Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2021) 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA).
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- Miscellaneous
- open access
ExClus : explainable clustering on low-dimensional data representations

Xander Vankwikelberge, Bo Kang (UGent) , Edith Heiter (UGent) and Jefrey Lijffijt (UGent)

(2021)

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