T. Calders

Most-cited papers

Data preprocessing techniques for classification without discrimination
F. Kamiran, T. Calders
2011Knowledge and Information Systems1,695 citations Open access
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Handling Conditional Discrimination
I. Žliobaitė, F. Kamiran, T. Calders
20112011 IEEE 11th International Conference on Data Mining196 citations
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Quantifying explainable discrimination and removing illegal discrimination in automated decision making
F. Kamiran, I. Žliobaitė, T. Calders
2013Knowledge and Information Systems183 citations
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Why Unbiased Computational Processes Can Lead to Discriminative Decision Procedures
T. Calders, I. Žliobaitė
2013Discrimination and Privacy in the Information Society164 citations
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Controlling Attribute Effect in Linear Regression
T. Calders, Asim Karim, F. Kamiran, Wasif Ali +1 more
20132013 IEEE 13th International Conference on Data Mining162 citations
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Discrimination and Privacy in the Information Society - Data Mining and Profiling in Large Databases
B. Custers, T. Calders, Bart W. Schermer, Tal Z. Zarsky
2012Discrimination and Privacy in the Information Society157 citations
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Mining Compressing Sequential Patterns
Hoang Thanh Lam, Fabian Mörchen, Dmitriy Fradkin, T. Calders
2012Statistical analysis and data mining137 citations
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Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models
Pieter Delobelle, E. Tokpo, T. Calders, B. Berendt
2022North American Chapter of the Association for Computational Linguistics105 citations Open access
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Introduction to the special section on educational data mining
T. Calders, Mykola Pechenizkiy
2012SKDD92 citations
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2SCENT: An Efficient Algorithm to Enumerate All Simple Temporal Cycles
Rohit Kumar, T. Calders
2018Proceedings of the VLDB Endowment50 citations Open access
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Text Style Transfer for Bias Mitigation using Masked Language Modeling
E. Tokpo, T. Calders
2022North American Chapter of the Association for Computational Linguistics49 citations Open access
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Towards Information Profiling: Data Lake Content Metadata Management
Ayman Alserafi, A. Abelló, Oscar Romero, T. Calders
20162016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)37 citations Open access
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On measuring similarity for sequences of itemsets
Elias Egho, Chedy Raïssi, T. Calders, Nicolas Jay +1 more
2014Data mining and knowledge discovery37 citations Open access
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Online Discovery of Top-k Similar Motifs in Time Series Data
Hoang Thanh Lam, Ninh Pham, T. Calders
2011SDM37 citations Open access
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Location Influence in Location-based Social Networks
M. Saleem, Rohit Kumar, T. Calders, Xike Xie +1 more
2017Web Search and Data Mining35 citations
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Techniques for Discrimination-Free Predictive Models
F. Kamiran, T. Calders, Mykola Pechenizkiy
2013Discrimination and Privacy in the Information Society35 citations
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An anomaly detection technique for business processes based on extended dynamic bayesian networks
S. Pauwels, T. Calders
2019ACM Symposium on Applied Computing30 citations
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Roman Urdu toxic comment classification
Hafiz Hassaan Saeed, M. H. Ashraf, F. Kamiran, Asim Karim +1 more
2021Language Resources and Evaluation28 citations
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Predicting Current User Intent with Contextual Markov Models
Julia Kiseleva, Hoang Thanh Lam, Mykola Pechenizkiy, T. Calders
20132013 IEEE 13th International Conference on Data Mining Workshops28 citations
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Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models
Pieter Delobelle, E. Tokpo, T. Calders, B. Berendt
2021arXiv.org27 citations
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A treatment recommender clinical decision support system for personalized medicine: method development and proof-of-concept for drug resistant tuberculosis
Lennert Verboven, T. Calders, S. Callens, J. Black +6 more
2021BMC Medical Informatics and Decision Making27 citations Open access
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Electron Bessel beam diffraction for precise and accurate nanoscale strain mapping
G. Guzzinati, Wannes Ghielens, C. Mahr, A. Béché +3 more
2019Applied Physics Letters27 citations Open access
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k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning
F. Orakzai, T. Calders, T. Pedersen
2019Proceedings of the VLDB Endowment27 citations Open access
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Reliability Maps: A Tool to Enhance Probability Estimates and Improve Classification Accuracy
T. Calders, F. Esposito, Eyke Hüllermeier, R. Meo
201427 citations
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Bayesian Network Based Predictions of Business Processes
S. Pauwels, T. Calders
2020International Conference on Business Process Management25 citations
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An inductive database system based on virtual mining views
H. Blockeel, T. Calders, Élisa Fromont, Bart Goethals +2 more
2011Data mining and knowledge discovery25 citations Open access
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PROMETHEE is Not Quadratic: An O(qn log(n)) Algorithm
T. Calders, Dimitri Van Assche
2016arXiv.org24 citations
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Discovering temporal hidden contexts in web sessions for user trail prediction
Julia Kiseleva, Hoang Thanh Lam, Mykola Pechenizkiy, T. Calders
2013The Web Conference23 citations
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Multi-Source Entity Resolution for Genealogical Data
Julia Efremova, Bijan Ranjbar-Sahraei, H. Rahmani, F. Oliehoek +3 more
2015Population Reconstruction22 citations
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Association rule mining in learning management systems
E. García, C. Romero, S. Ventura, C. D. de Castro +1 more
201122 citations
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Finding Robust Itemsets under Subsampling
Nikolaj Tatti, Fabian Moerchen, T. Calders
20112011 IEEE 11th International Conference on Data Mining21 citations Open access
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OSACT4 Shared Tasks: Ensembled Stacked Classification for Offensive and Hate Speech in Arabic Tweets
Hafiz Hassaan Saeed, T. Calders, F. Kamiran
2020OSACT20 citations
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What Is Data Mining and How Does It Work?
T. Calders, B. Custers
2013Discrimination and Privacy in the Information Society19 citations
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All normalized anti-monotonic overlap graph measures are bounded
T. Calders, Jan Ramon, D. Van Dyck
2011Data mining and knowledge discovery19 citations Open access
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Detecting anomalies in hybrid business process logs
S. Pauwels, T. Calders
2019SIAP18 citations
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Information Propagation in Interaction Networks
Rohit Kumar, T. Calders
2017International Conference on Extending Database Technology14 citations
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Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks
Rohit Kumar, T. Calders, A. Gionis, Nikolaj Tatti
2015ECML/PKDD14 citations
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How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification
E. Tokpo, Pieter Delobelle, B. Berendt, T. Calders
2023Conference of the European Chapter of the Association for Computational Linguistics13 citations Open access
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Distributed Convoy Pattern Mining
F. Orakzai, T. Calders, T. Pedersen
2015International Conference on Mobile Data Management13 citations
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A Baseline Method for Genealogical Entity Resolution
Julia Efremova, B. Ranjbar-Sahraei, F. Oliehoek, T. Calders +1 more
201413 citations
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Predicting Visitors Using Location-Based Social Networks
M. Saleem, F. S. Da Costa, Peter Dolog, Panagiotis Karras +2 more
2018International Conference on Mobile Data Management12 citations
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Towards distributed convoy pattern mining
F. Orakzai, T. Devogele, T. Calders
2015SIGSPATIAL/GIS12 citations Open access
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Distributed mining of convoys in large scale datasets
F. Orakzai, T. Pedersen, T. Calders
2021GeoInformatica10 citations Open access
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Detecting and Explaining Drifts in Yearly Grant Applications
S. Pauwels, T. Calders
2018arXiv.org10 citations
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Online Risk Prediction for Indoor Moving Objects
Tanvir Ahmed, T. Pedersen, T. Calders, Hua Lu
2016International Conference on Mobile Data Management10 citations Open access
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Towards population reconstruction : extraction of family relationships from historical documents
I. Efremova, A. Garcia, Jian-Peng Zhang, T. Calders
2015Knowledge Discovery and Data Mining10 citations
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Keeping the Data Lake in Form
Ayman Alserafi, A. Abelló, Oscar Romero, T. Calders
2020ACM Trans. Inf. Syst.9 citations Open access
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Keeping the Data Lake in Form: DS-kNN Datasets Categorization Using Proximity Mining
Ayman Alserafi, A. Abelló, Oscar Romero, T. Calders
2019International Conference on Model and Data Engineering9 citations Open access
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Mining Risk Factors in RFID Baggage Tracking Data
Tanvir Ahmed, T. Calders, T. Pedersen
20152015 16th IEEE International Conference on Mobile Data Management9 citations Open access
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A Hybrid Disambiguation Measure for Inaccurate Cultural Heritage Data
Julia Efremova, Bijan Ranjbar-Sahraei, T. Calders
2014LaTeCH@EACL9 citations Open access
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