期刊


刊名SIGKDD explorations
参考译名美国计算机学会知识发现与数据挖掘专业组探索
收藏年代2008～2024



全部

2008 2009 2010 2011 2012 2013
2014 2015 2016 2017 2018 2019
2020 2021 2022 2023 2024

2021, vol.23, no.1 2021, vol.23, no.2

题名作者出版年年卷期
Introduction to The Special Section on Bias and Fairness in AIToon Calders; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Salvatore Ruggieri20212021, vol.23, no.1
Two Kinds of Discrimination in AI-Based Penal Decision-MakingDietmar Hubner20212021, vol.23, no.1
On the Applicability of Machine Learning Fairness NotionsKarima Makhlouf; Sami Zhioua; Catuscia Palamidessi20212021, vol.23, no.1
Gendering algorithms in social mediaEduard Fosch-Villaronga; Adam Poulsen; Roger A. Soraa; Bart Custers20212021, vol.23, no.1
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine LearningPieter Delobelle; Paul Temple; Gilles Perrouin; Benoit Frenay; Patrick Heymans; Bettina Berendt20212021, vol.23, no.1
Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-MakingCora van Leeuwen; Annelien Smets; An Jacobs20212021, vol.23, no.1
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness MetricsTim Draws; Nava Tintarev; Ujwal Gadiraju20212021, vol.23, no.1
Generative Counterfactuals for Neural Networks via Attribute-Informed PerturbationFan Yang; Ninghao Liu; Mengnan Du; Xia Hu20212021, vol.23, no.1
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy SettingsHemank Lamba; Kit T. Rodolfa; Rayid Ghani20212021, vol.23, no.1
Adversarial Attacks and Defenses: An Interpretation PerspectiveNinghao Liu; Mengnan Du; Ruocheng Guo; Huan Liu; Xia Hu20212021, vol.23, no.1



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