December 03, 2011 article Open access Data preprocessing techniques for classification without discrimination Knowledge and Information Systems DOI: 10.1007/s10115-011-0463-8 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 1,335 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans 2023 AI and Ethics article Social Sciences Ethics and Social Impacts of AI Open access 19 citations GetFair: Generalized Fairness Tuning of Classification Models 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Social Sciences Ethics and Social Impacts of AI 11 citations Bias Discovery in Machine Learning Models for Mental Health 2022 Information article Social Sciences Ethics and Social Impacts of AI Open access 29 citations Biases in Data Science Lifecycle 2020 arXiv (Cornell University) preprint Social Sciences Ethics and Social Impacts of AI Open access 8 citations 4 results References 0