discrimination discovery Latest Research Papers

Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2018.2872988 ◽

2019 ◽

Vol 31 (11) ◽

pp. 2035-2050 ◽

Cited By ~ 2

Author(s):

Lu Zhang ◽

Yongkai Wu ◽

Xintao Wu

Keyword(s):

Causal Modeling ◽

Discrimination Discovery

Download Full-text

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

Download Full-text

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 ◽

Cited By ~ 3

Author(s):

Yongkai Wu ◽

Lu Zhang ◽

Xintao Wu

Keyword(s):

Causal Graph ◽

Discrimination Discovery

Download Full-text

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 ◽

Cited By ~ 4

Author(s):

Niels Bantilan

Keyword(s):

Machine Learning ◽

End To End ◽

Discrimination Discovery

Download Full-text

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

Download Full-text

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 ◽

Cited By ~ 5

Author(s):

Yongkai Wu ◽

Xintao Wu

Keyword(s):

Loglinear Model ◽

Discrimination Discovery

Download Full-text

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 ◽

Cited By ~ 6

Author(s):

Lu Zhang ◽

Yongkai Wu ◽

Xintao Wu

Keyword(s):

Causal Networks ◽

Discrimination Discovery

Download Full-text

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 ◽

Cited By ~ 1

Author(s):

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Discrimination Discovery

Download Full-text

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 ◽

Cited By ~ 9

Author(s):

Andrea Romei ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Project Evaluation ◽

Scientific Project ◽

Discrimination Discovery

Download Full-text

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 ◽

Cited By ~ 12

Author(s):

Dino Pedreschi ◽

Salvatore Ruggieri ◽

Franco Turini

Keyword(s):

Discrimination Discovery

Download Full-text

discrimination discovery
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms

Hierarchical Clustering for Discrimination Discovery: A Top-Down Approach

On Discrimination Discovery and Removal in Ranked Data using Causal Graph

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

Classification Rule Mining Supported by Ontology for Discrimination Discovery

Using Loglinear Model for Discrimination Discovery and Prevention

On Discrimination Discovery Using Causal Networks

A KDD Process for Discrimination Discovery

Discrimination discovery in scientific project evaluation: A case study

A study of top-k measures for discrimination discovery

Export Citation Format

discrimination discoveryRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms

Hierarchical Clustering for Discrimination Discovery: A Top-Down Approach

On Discrimination Discovery and Removal in Ranked Data using Causal Graph

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

Classification Rule Mining Supported by Ontology for Discrimination Discovery

Using Loglinear Model for Discrimination Discovery and Prevention

On Discrimination Discovery Using Causal Networks

A KDD Process for Discrimination Discovery

Discrimination discovery in scientific project evaluation: A case study

A study of top-k measures for discrimination discovery

discrimination discovery
Recently Published Documents