Toon Calders

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Faisal KamiranInformation Technology University of The PunjabVerified email at itu.edu.pk
Mykola PechenizkiyEindhoven University of TechnologyVerified email at tue.nl
Bart GoethalsProfessor of Computer Science, University of AntwerpVerified email at uantwerpen.be
Hoang Thanh LamResearch staff, IBM research, Dublin, IrelandVerified email at ie.ibm.com
Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
Torben Bach PedersenProfessor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Sicco VerwerDelft University of TechnologyVerified email at tudelft.nl
Sebastián Ventura (ORCID: 0000-000...Professor of Computing and Artificial Intelligence, University of CordobaVerified email at uco.es
Dr Rohit KumarEurecatVerified email at ulb.ac.be
Julia EfremovaTechnical University of EindhovenVerified email at tue.nl
Indrė ŽliobaitėUniversity of HelsinkiVerified email at helsinki.fi
Bart CustersFull professor of Law and Data Science, eLaw, Leiden UniversityVerified email at law.leidenuniv.nl
Hendrik BlockeelDepartment of Computer Science, KU LeuvenVerified email at cs.kuleuven.be
Elisa FromontProfessor, Université de Rennes 1, FranceVerified email at irisa.fr
Alberto AbellóUniversitat Politècnica de CatalunyaVerified email at essi.upc.edu
Stephen PauwelsUniversiteit AntwerpenVerified email at uantwerpen.be
Fabian MoerchenAmazonVerified email at mybytes.de
Nele DextersStaff Member Bibliometrics, Dept. Research Affairs and Innovation, University of AntwerpVerified email at uantwerpen.be
Muhammad Aamir SaleemMediacorp Ptvt Ltd. Aalborg UniversityVerified email at cs.aau.dk
Bijan Ranjbar-SahraeiFreelance Data ScientistVerified email at mydataexpert.nl

Toon Calders

University of Antwerp

Verified email at uantwerpen.be - Homepage

Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data preprocessing techniques for classification without discrimination F Kamiran, T Calders Knowledge and information systems 33 (1), 1-33, 2012	849	2012
Three naive Bayes approaches for discrimination-free classification T Calders, S Verwer Data mining and knowledge discovery 21 (2), 277-292, 2010	770	2010
Building classifiers with independency constraints T Calders, F Kamiran, M Pechenizkiy 2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009	431	2009
Mining all non-derivable frequent itemsets T Calders, B Goethals European Conference on Principles of Data Mining and Knowledge Discovery, 74-86, 2002	408	2002
Classifying without discriminating F Kamiran, T Calders Computer, Control and Communication, 2009. IC4 2009. 2nd International …, 2009	389	2009
Discrimination aware decision tree learning F Kamiran, T Calders, M Pechenizkiy 2010 IEEE international conference on data mining, 869-874, 2010	338	2010
Non-derivable itemset mining T Calders, B Goethals Data Mining and Knowledge Discovery 14 (1), 171-206, 2007	193	2007
A survey on condensed representations for frequent sets T Calders, C Rigotti, JF Boulicaut Constraint-based mining and inductive databases, 64-80, 2006	182	2006
Why unbiased computational processes can lead to discriminative decision procedures T Calders, I Žliobaitė Discrimination and privacy in the information society, 43-57, 2013	156	2013
Handling conditional discrimination I Žliobaite, F Kamiran, T Calders 2011 IEEE 11th International Conference on Data Mining, 992-1001, 2011	150	2011
Mining frequent itemsets in a stream T Calders, N Dexters, JJM Gillis, B Goethals Information Systems 39, 233-255, 2014	149	2014
Classification with no discrimination by preferential sampling F Kamiran, T Calders Proc. 19th Machine Learning Conf. Belgium and The Netherlands 1 (6), 2010	144	2010
Controlling attribute effect in linear regression T Calders, A Karim, F Kamiran, W Ali, X Zhang 2013 IEEE 13th international conference on data mining, 71-80, 2013	141	2013
Mining compressing sequential patterns HT Lam, F Mörchen, D Fradkin, T Calders Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (1), 34-52, 2014	137	2014
Efficient AUC optimization for classification T Calders, S Jaroszewicz European conference on principles of data mining and knowledge discovery, 42-53, 2007	137	2007
Introduction to the special section on educational data mining T Calders, M Pechenizkiy Acm Sigkdd Explorations Newsletter 13 (2), 3-6, 2012	124	2012
Quantifying explainable discrimination and removing illegal discrimination in automated decision making F Kamiran, I Žliobaitė, T Calders Knowledge and information systems 35 (3), 613-644, 2013	119	2013
Discrimination and privacy in the information society BHM Custers, T Calders, BW Schermer, TZ Zarsky Studies in applied philosophy, epistemology and rational ethics 1866, 2013	119*	2013
Drawbacks and solutions of applying association rule mining in learning management systems E García, C Romero, S Ventura, T Calders Proceedings of the international workshop on applying data mining in e …, 2007	108	2007
Applying webmining techniques to execution traces to support the program comprehension process A Zaidman, T Calders, S Demeyer, J Paredaens Ninth European Conference on Software Maintenance and Reengineering, 134-142, 2005	101	2005

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