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Calders, Toon
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1

Heuristic approaches for non-exhaustive pattern-based chang..:

Loglisci, Corrado ; Impedovo, Angelo ; Calders, Toon.
Journal of Intelligent Information Systems.  , 2024
Link: https://doi.org/10.1007/..
 
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2

How to be fair? A study of label and selection bias:

Favier, Marco ; Calders, Toon ; Pinxteren, Sam.
Machine Learning.  112 (2023)  12 - p. 5081-5104 , 2023
Link: https://doi.org/10.1007/..
 
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3

RangeGrad: Explaining Neural Networks by Measuring Uncertai..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Pinxteren, Sam ; Favier, Marco ; Calders, Toon - p. 336-352 , 2023
Link: https://doi.org/10.1007/..
 
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4

Artificial Intelligence and Machine Learning: 34th Joint Be.. 

Communications in Computer and Information Science, 1805
Calders, Toon ; Vens, Celine ; Lijffijt, Jefrey. - 1st ed. 2023 . , 2023
Link: https://doi.org/10.1007/..
 
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5

PreCoF: counterfactual explanations for fairness:

Goethals, Sofie ; Martens, David ; Calders, Toon
Machine Learning.  113 (2023)  5 - p. 3111-3142 , 2023
Link: https://doi.org/10.1007/..
 
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6

Real-life Performance of Fairness Interventions - Introduci..:

, In: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing,
Lenders, Daphne ; Calders, Toon - p. 350-357 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Users' needs in interactive bias auditing tools introducing..:

Lenders, Daphne ; Calders, Toon
AI and Ethics.  , 2023
Link: https://doi.org/10.1007/..
 
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8

A treatment recommender clinical decision support system fo..:

Verboven, Lennert ; Calders, Toon ; Callens, Steven...
BMC Medical Informatics and Decision Making.  22 (2022)  1 - p. , 2022
Link: https://doi.org/10.1186/..
 
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9

Incremental Predictive Process Monitoring: The Next Activit..:

, In: Lecture Notes in Computer Science; Business Process Management,
Pauwels, Stephen ; Calders, Toon - p. 123-140 , 2021
Link: https://doi.org/10.1007/..
 
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10

Roman Urdu toxic comment classification:

Saeed, Hafiz Hassaan ; Ashraf, Muhammad Haseeb ; Kamiran, Faisal..
Language Resources and Evaluation.  55 (2021)  4 - p. 971-996 , 2021
Link: https://doi.org/10.1007/..
 
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11

Learning a Fair Distance Function for Situation Testing:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Lenders, Daphne ; Calders, Toon - p. 631-646 , 2021
Link: https://doi.org/10.1007/..
 
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12

Finding Geo-Social Cohorts in Location-Based Social Network:

, In: Web and Big Data; Lecture Notes in Computer Science,
Saleem, Muhammad Aamir ; Calders, Toon ; Pedersen, Torben Bach. - p. 368-383 , 2021
Link: https://doi.org/10.1007/..
 
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13

Distributed mining of convoys in large scale datasets:

Orakzai, Faisal ; Pedersen, Torben Bach ; Calders, Toon
GeoInformatica.  25 (2021)  2 - p. 353-396 , 2021
Link: https://doi.org/10.1007/..
 
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14

Introduction to The Special Section on Bias and Fairness in..:

Calders, Toon ; Ntoutsi, Eirini ; Pechenizkiy, Mykola..
ACM SIGKDD Explorations Newsletter.  23 (2021)  1 - p. 1-3 , 2021
Link: https://dl.acm.org/doi/1..
 
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15

Introduction to The Special Section on Bias and Fairness in..:

Calders, Toon ; Ntoutsi, Eirini ; Pechenizkiy, Mykola..
ACM SIGKDD Explorations Newsletter.  23 (2021)  1 - p. 1-3 , 2021
Link: https://doi.org/10.1145/..
 
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