A study of top-k measures for discrimination discovery

Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12 ◽

10.1145/2245276.2245303 ◽

2012 ◽

Author(s):

Dino Pedreschi ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Discrimination Discovery

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Hierarchical Clustering for Discrimination Discovery: A Top-Down Approach

2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) ◽

10.1109/aike.2019.00041 ◽

2019 ◽

Author(s):

Neda Nasiriani ◽

Anna Squicciarini ◽

Zara Saldanha ◽

Sanchit Goel ◽

Nicola Zannone

Keyword(s):

Hierarchical Clustering ◽

Top Down ◽

Discrimination Discovery

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Using Loglinear Model for Discrimination Discovery and Prevention

2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2016.18 ◽

2016 ◽

Author(s):

Yongkai Wu ◽

Xintao Wu

Keyword(s):

Loglinear Model ◽

Discrimination Discovery

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Data mining for discrimination discovery

ACM Transactions on Knowledge Discovery from Data ◽

10.1145/1754428.1754432 ◽

2010 ◽

Vol 4 (2) ◽

pp. 1-40 ◽

Author(s):

Salvatore Ruggieri ◽

Dino Pedreschi ◽

Franco Turini

Keyword(s):

Data Mining ◽

Discrimination Discovery

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Discrimination discovery in scientific project evaluation: A case study

Expert Systems with Applications ◽

10.1016/j.eswa.2013.05.016 ◽

2013 ◽

Vol 40 (15) ◽

pp. 6064-6079 ◽

Author(s):

Andrea Romei ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Project Evaluation ◽

Scientific Project ◽

Discrimination Discovery

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On Discrimination Discovery and Removal in Ranked Data using Causal Graph

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3219819.3220087 ◽

2018 ◽

Author(s):

Yongkai Wu ◽

Lu Zhang ◽

Xintao Wu

Keyword(s):

Causal Graph ◽

Discrimination Discovery

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On Discrimination Discovery Using Causal Networks

Social, Cultural, and Behavioral Modeling - Lecture Notes in Computer Science ◽

10.1007/978-3-319-39931-7_9 ◽

2016 ◽

pp. 83-93 ◽

Author(s):

Lu Zhang ◽

Yongkai Wu ◽

Xintao Wu

Keyword(s):

Causal Networks ◽

Discrimination Discovery

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Classification Rule Mining Supported by Ontology for Discrimination Discovery

2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw.2016.0128 ◽

2016 ◽

Author(s):

Binh Thanh Luong ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Classification Rule ◽

Rule Mining ◽

Discrimination Discovery

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k-NN as an implementation of situation testing for discrimination discovery and prevention

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 ◽

10.1145/2020408.2020488 ◽

2011 ◽

Author(s):

Binh Thanh Luong ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Discrimination Discovery

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Themis-ml: A Fairness-Aware Machine Learning Interface for End-To-End Discrimination Discovery and Mitigation

Journal of Technology in Human Services ◽

10.1080/15228835.2017.1416512 ◽

2018 ◽

Vol 36 (1) ◽

pp. 15-30 ◽

Author(s):

Niels Bantilan

Keyword(s):

Machine Learning ◽

Discrimination Discovery

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A KDD Process for Discrimination Discovery

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46131-1_28 ◽

2016 ◽

pp. 249-253 ◽

Author(s):

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Discrimination Discovery

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