Data preprocessing techniques for classification without discrimination
Abstract Recently, the following Discrimination-Aware Classification Problem was
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
[PDF][PDF] Data Pre-Processing Techniques for Classification without Discrimination
F Kamiran, T Calders - researchgate.net
Abstract Recently the Discrimination-Aware Classification Problem has been proposed:
given a situation in which our training data contains (eg, gender or racial) discrimination …
given a situation in which our training data contains (eg, gender or racial) discrimination …
[PDF][PDF] Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - 2011 - toreini.github.io
Abstract Recently, the following Discrimination-Aware Classification Problem was
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
[引用][C] Data preprocessing techniques for classification without discrimination
F KAMIRAN, T CALDERS - Knowledge and information …, 2012 - pascal-francis.inist.fr
Data preprocessing techniques for classification without discrimination CNRS Inist Pascal-Francis
CNRS Pascal and Francis Bibliographic Databases Simple search Advanced search Search by …
CNRS Pascal and Francis Bibliographic Databases Simple search Advanced search Search by …
Data preprocessing techniques for classification without discrimination
F Kamiran, TGK Calders - Knowledge and Information Systems, 2012 - research.tue.nl
Abstract Recently, the following Discrimination-Aware Classification Problem was
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - Knowledge and Information Systems, 2012 - dl.acm.org
Recently, the following Discrimination-Aware Classification Problem was introduced:
Suppose we are given training data that exhibit unlawful discrimination; eg, toward sensitive …
Suppose we are given training data that exhibit unlawful discrimination; eg, toward sensitive …
[引用][C] Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - Knowledge and Information Systems, 2011 - cir.nii.ac.jp
Data preprocessing techniques for classification without discrimination | CiNii Research
CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 検索フォームへ移動 論文・データを …
CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 検索フォームへ移動 論文・データを …
[PDF][PDF] Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - 2011 - core.ac.uk
Abstract Recently, the following Discrimination-Aware Classification Problem was
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
introduced: Suppose we are given training data that exhibit unlawful discrimination; eg …
[引用][C] Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - Knowledge and Information Systems, 2012 - difusion.ulb.ac.be
Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders - Knowledge and Information Systems, 2012 - infona.pl
Recently, the following Discrimination-Aware Classification Problem was introduced:
Suppose we are given training data that exhibit unlawful discrimination; eg, toward sensitive …
Suppose we are given training data that exhibit unlawful discrimination; eg, toward sensitive …