Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Alexandru-Cristian Mara

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

ORCID iD: 0000-0001-8358-9997

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- PhD Thesis
- open access
Accelerating progress in network representation learning : systematic evaluations and new approaches

Alexandru-Cristian Mara (UGent)

(2023)
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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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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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- 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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- Conference Paper
- P1
- open access
Block-approximated exponential random graphs

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

(2020) 2020 IEEE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2020). In Proceedings of the International Conference on Data Science and Advanced Analytics p.70-80
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- Conference Paper
- P1
- open access
Benchmarking network embedding models for link prediction : are we making progress?

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

(2020) 2020 IEEE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2020). In Proceedings of the International Conference on Data Science and Advanced Analytics p.138-147
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CSNE : conditional signed network embedding

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

(2020) CIKM '20 : PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT. p.1105-1114
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- Miscellaneous
- open access
CSNE : Conditional Signed Network Embedding

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

(2020) arXiv.
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- Miscellaneous
- open access
Network representation learning for link prediction : are we improving upon simple heuristics?

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

(2020)
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Semi-supervised learning in network-structured data via total variation minimization

Alexander Jung, Alfred O. Hero, Alexandru-Cristian Mara (UGent) , Saeed Jahromi, Ayelet Heimowitz and Yonina C. Eldar

(2019) IEEE TRANSACTIONS ON SIGNAL PROCESSING. 67(24). p.6256-6269

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