Jörg Simon Wicker Senior Lecturer | School of Computer Science | The University of Auckland
Senior Lecturer | School of Computer Science | The University of Auckland

Publications

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2022

1.

Dost, Katharina; Pullar-Strecker, Zac; Brydon, Liam; Zhang, Kunyang; Hafner, Jasmin; Riddle, Pat; Wicker, Jörg

Combatting Over-Specialization Bias in Growing Chemical Databases Journal Article Forthcoming

In: Research Square, Forthcoming, (preprint).

Abstract | Links | BibTeX | Altmetric | Tags: bias, biodegradation, cheminformatics, chmical compound space, data quality, enviPath, machine learning, metabolic pathways

2.

Dost, Katharina; Duncanson, Hamish; Ziogas, Ioannis; Riddle, Pat; Wicker, Jörg

Divide and Imitate: Multi-Cluster Identification and Mitigation of Selection Bias Inproceedings

In: 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2022), pp. 149–160, Springer-Verlag, Berlin, Heidelberg, 2022, ISBN: 978-3-031-05935-3.

Abstract | Links | BibTeX | Altmetric | Tags: bias, clustering, machine learning

2020

3.

Dost, Katharina; Taskova, Katerina; Riddle, Pat; Wicker, Jörg

Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias Inproceedings

In: 2020 IEEE International Conference on Data Mining (ICDM), pp. 996-1001, IEEE, 2020, ISSN: 2374-8486.

Abstract | Links | BibTeX | Altmetric | Tags: bias, data mining, fairness, machine learning