Project: Exploring Data: Theoretical Foundations and Applications to Web, Multimedia, and Omics Data

Journal Article
A1
open access

Incorporating topological priors into low-dimensional visualizations through topological regularization

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

(2024) IEEE ACCESS. 12. p.129541-129573

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Pattern or artifact? Interactively exploring embedding quality with TRACE

Edith Heiter (UGent) , Liesbet Martens (UGent) , Ruth Seurinck (UGent) , Martin Guilliams (UGent) , Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2024) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES-RESEARCH TRACK AND DEMO TRACK, PT VIII, ECML PKDD 2024. In Lecture Notes in Computer Science 14948. p.379-382

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Journal Article
A1
open access

Exploring the performance of continuous-time dynamic link prediction algorithms

Raphaël Romero (UGent) , Maarten Buyl (UGent) , Tijl De Bie (UGent) and Jefrey Lijffijt (UGent)

(2024) APPLIED SCIENCES-BASEL. 14(8).

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Conference Paper
C1
open access

FAIRRET : a framework for differentiable fairness regularization terms

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

(2024) ICLR 2024 : the Twelfth International Conference on Learning Representations, Proceedings.

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KamerRaad : enhancing information retrieval in Belgian national politics through hierarchical summarization and conversational interfaces

Alexander Rogiers (UGent) , Maarten Buyl (UGent) , Bo Kang (UGent) and Tijl De Bie (UGent)

(2024) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES-RESEARCH TRACK AND DEMO TRACK, PT VIII, ECML PKDD 2024. In Lecture Notes in Computer Science 14948. p.409-412

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Journal Article
A1
open access

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)

(2024) ACM COMPUTING SURVEYS. 56(10).

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Journal Article
A1
open access

Scalable job recommendation with lower congestion using optimal transport

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

(2024) IEEE ACCESS. 12. p.55491-55505

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Journal Article
A1
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)

(2024) ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. 15(4). p.1-24

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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
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)

(2024) IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 36(4). p.1611-1623

Academic Bibliography

Project: Exploring Data: Theoretical Foundations and Applications to Web, Multimedia, and Omics Data

Incorporating topological priors into low-dimensional visualizations through topological regularization

Pattern or artifact? Interactively exploring embedding quality with TRACE

Exploring the performance of continuous-time dynamic link prediction algorithms

FAIRRET : a framework for differentiable fairness regularization terms

KamerRaad : enhancing information retrieval in Belgian national politics through hierarchical summarization and conversational interfaces

A challenge-based survey of e-recruitment recommendation systems

Scalable job recommendation with lower congestion using optimal transport

FEIR : quantifying and reducing envy and inferiority for fair recommendation of limited resources

Inherent limitations of AI fairness

GREASE : graph imbalance reduction by adding sets of edges

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