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Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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1 – 15 of 193 publications

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Your filters: cql: author exact 9797BDFE-BE0B-11E4-9A6A-FB22B5D1D7B1

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- Journal Article
- A1
- open access
Inherent limitations of AI fairness

Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2024) COMMUNICATIONS OF THE ACM. 67(2). p.48-55
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- Journal Article
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources

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

(2024) ACM Transactions on Intelligent Systems and Technology.
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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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Maximal fairness

Marybeth Defrance (UGent) and Tijl De Bie (UGent)

(2023) PROCEEDINGS OF THE 6TH ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, FACCT 2023. p.851-880
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- Journal Article
- A2
- open access
An efficient graph-based peer selection method for financial statements

Sander Noels (UGent) , Simon De Ridder, Sebastien Viaene and Tijl De Bie (UGent)

(2023) INTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT. 30(3). p.120-136
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- Miscellaneous
LLM4Jobs : unsupervised occupation extraction and standardization leveraging Large Language Models

Nan Li (UGent) , Bo Kang (UGent) and Tijl De Bie (UGent)

(2023)
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- Miscellaneous
- open access
SkillGPT : a RESTful API service for skill extraction and standardization using a Large Language Model

Nan Li (UGent) , Bo Kang (UGent) and Tijl De Bie (UGent)

(2023)
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- Conference Paper
- C1
- open access
FEIR : quantifying and reducing envy and inferiority for fair recommendation of limited resources

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

(2023) RECSYS in HR 2023 : the 3rd Workshop on Recommender Systems for Human Resources (RecSys in HR 2023), Proceedings. In CEUR workshop proceedings 3490.
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- Journal Article
- A1
- open access
Gaussian embedding of temporal networks

Raphaël Romero (UGent) , Jefrey Lijffijt (UGent) , Riccardo Rastelli, Marco Corneli and Tijl De Bie (UGent)

(2023) IEEE ACCESS. 11. p.117971-117983
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- Journal Article
- A1
- open access
GREASE : graph imbalance reduction by adding sets of edges

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

(2023) IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. p.1-14
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- Miscellaneous
Fairret : a framework for differentiable fairness regularization terms

Maarten Buyl (UGent) , Marybeth Defrance (UGent) and Tijl De Bie (UGent)

(2023)
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Automated financial analysis using GPT-4

Sander Noels (UGent) , Adriaan Merlevede, Andrew Fecheyr, Maarten Vanhalst, Nick Meerlaen, Sébastien Viaene and Tijl De Bie (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES : APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII. In Lecture notes in computer science 14175. p.345-349
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- Conference Paper
- P1
- open access
ReCon : reducing congestion in job recommendation using optimal transport

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

(2023) Proceedings of the 17th ACM Conference on Recommender Systems (RecSys 2023). p.696-701
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- Miscellaneous
- open access
Topologically Regularized Data Embeddings

Edith Heiter (UGent) , Robin Vandaele, Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2023)
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Graph-survival : a survival analysis framework for machine learning on temporal networks

Raphaël Romero (UGent) , Bo Kang (UGent) and Tijl De Bie (UGent)

(2022) ECML-PKDD 2022 PhD Forum, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Proceedings.

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