Ghent University Academic Bibliography

Your filters: cql: keyword exact "XAI"

Add to list
- Journal Article
- A1
- open access
NICE : an algorithm for nearest instance counterfactual explanations

Dieter Brughmans, Pieter Leyman (UGent) and David Martens

(2024) DATA MINING AND KNOWLEDGE DISCOVERY.
Add to list
- Journal Article
- A1
- open access
Categorizing shallow marine soundscapes using explained clusters

Clea Parcerisas (UGent) , Irene T. Roca, Dick Botteldooren (UGent) , Paul Devos (UGent) and Elisabeth Debusschere

(2023) JOURNAL OF MARINE SCIENCE AND ENGINEERING. 11(3).
Add to list
- Conference Paper
- C1
- open access
Counterfactual functional connectomes for neurological classifier selection

Nicolas Vercheval (UGent) , Marin Benčević (UGent) , Dario Mužević,, Irena Galić and Aleksandra Pizurica (UGent)

(2023) 2023 31st European Signal Processing Conference (EUSIPCO). In European Signal Processing Conference p.1050-1054
Add to list
- Conference Paper
- P1
- open access
Explanations for network embedding-based link predictions

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

(2021) MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021, PT I. In Communications in Computer and Information Science 1524. p.473-488
Add to list
- Conference Paper
- P1
- open access
Hierarchical variational autoencoders for visual counterfactuals

Nicolas Vercheval (UGent) and Aleksandra Pizurica (UGent)

(2021) 2021 IEEE International Conference on Image Processing (ICIP). In IEEE International Conference on Image Processing ICIP p.2513-2517

Academic Bibliography

NICE : an algorithm for nearest instance counterfactual explanations

Categorizing shallow marine soundscapes using explained clusters

Counterfactual functional connectomes for neurological classifier selection

Explanations for network embedding-based link predictions

Hierarchical variational autoencoders for visual counterfactuals

Contents

Support

Contact