Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Alexandru-Cristian Mara

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

Work address: Technologiepark Zwijnaarde 122
9052 Zwijnaarde
Email: alexandru.mara@ugent.be
ORCID iD: 0000-0001-8358-9997

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- Conference Paper
- open access
A Systematic Evaluation of Node Embedding Robustness

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

(2022) Proceedings of the First Learning on Graphs Conference. In LoG 2022 198.
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- Journal Article
- A1
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An empirical evaluation of network representation learning methods

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

(2022) BIG DATA.
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- Journal Article
- A1
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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
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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
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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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- Conference Paper
- C1
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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) 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Proceedings.
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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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- Conference Paper
- C1
- open access
EvalNE : a framework for Evaluating Network Embeddings on link prediction

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

(2019) Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2019) co-located with SIAM International Conference on Data Mining (SDM 2019). In CEUR workshop proceedings 2436. p.5-13

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