Ghent University Academic Bibliography

Your filters: cql: keyword exact "explainability"

Add to list
The dual quest for interpretability and performance in credit scoring via spline-rule ensembles

Simon De Lange (UGent) , Matthias Bogaert (UGent) , Koen De Bock (UGent) and Dirk Van den Poel (UGent)

(2026) INFORMATION SYSTEMS FRONTIERS. p.1-19
Add to list
- Journal Article
- A1
- open access
Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. 16. p.7487-7507
Add to list
- PhD Thesis
Explainable predictive analytics and decision support for real-time control room management

Léon Sobrie (UGent)

(2024)
Add to list
- Journal Article
- A1
- open access
Evaluating feature attribution methods in the image domain

Arne Gevaert (UGent) , Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie (UGent) and Yvan Saeys (UGent)

(2024) MACHINE LEARNING. 113. p.6019-6064
Add to list
Reproducibility and explainability in digital humanities

Thorsten Ries (UGent) , Karina van Dalen-Oskam and Fabian Offert

(2024) INTERNATIONAL JOURNAL OF DIGITAL HUMANITIES. 6(1). p.1-7
Add to list
- Issue Editor
Reproducibility and explainability in digital humanities

Thorsten Ries (UGent) , Karina Van Dalen-Oskam and Fabian Offert

(2024) INTERNATIONAL JOURNAL OF DIGITAL HUMANITIES. 6(1).
Add to list
- Conference Paper
- C1
- open access
Human and system perspectives on the expression of irony : an analysis of likelihood labels and rationales

Aaron Maladry (UGent) , Alessandra Teresa Cignarella (UGent) , Els Lefever (UGent) , Cynthia Van Hee (UGent) and Veronique Hoste (UGent)

(2024) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). In COLING ; LREC proceedings p.8372-8382
Add to list
GeoRF : a geospatial random forest

Margot Geerts, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2024) DATA MINING AND KNOWLEDGE DISCOVERY. 38(6). p.3414-3448
Add to list
- Journal Article
- A1
- open access
Explainable deep learning to classify royal navy ships

Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens and Seppe vanden Broucke (UGent)

(2024) IEEE ACCESS. 12. p.1774-1785
Add to list
- Journal Article
- A1
- open access
Logic reasoning under data veracity concerns

Guy De Tré (UGent) , Milan Peelman and Jozo Dujmović

(2023) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 161.

Academic Bibliography

The dual quest for interpretability and performance in credit scoring via spline-rule ensembles

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Explainable predictive analytics and decision support for real-time control room management

Evaluating feature attribution methods in the image domain

Reproducibility and explainability in digital humanities

Reproducibility and explainability in digital humanities

Human and system perspectives on the expression of irony : an analysis of likelihood labels and rationales

GeoRF : a geospatial random forest

Explainable deep learning to classify royal navy ships

Logic reasoning under data veracity concerns

Contents

Support

Contact