A Machine Learning Evaluation of the COMPAS Dataset

Hongjun Yoon

doi:10.1109/BigData.2018.8622343

A Machine Learning Evaluation of the COMPAS Dataset

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Original language	English
Title of host publication	Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
Editors	Naoki Abe, Huan Liu, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu, Kisung Lee, Jiliang Tang, Jingrui He, Jeffrey Saltz
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5474
Number of pages	1
ISBN (Electronic)	9781538650356
DOIs	https://doi.org/10.1109/BigData.2018.8622343
State	Published - Jul 2 2018
Externally published	Yes
Event	2018 IEEE International Conference on Big Data, Big Data 2018 - Seattle, United States Duration: Dec 10 2018 → Dec 13 2018

Publication series

Name	Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018

Conference

Conference	2018 IEEE International Conference on Big Data, Big Data 2018
Country/Territory	United States
City	Seattle
Period	12/10/18 → 12/13/18

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10.1109/BigData.2018.8622343

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Yoon, H. (2018). A Machine Learning Evaluation of the COMPAS Dataset. In N. Abe, H. Liu, C. Pu, X. Hu, N. Ahmed, M. Qiao, Y. Song, D. Kossmann, B. Liu, K. Lee, J. Tang, J. He, & J. Saltz (Eds.), Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018 (pp. 5474). Article 8622343 (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigData.2018.8622343

Yoon, Hongjun. / A Machine Learning Evaluation of the COMPAS Dataset. Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. editor / Naoki Abe ; Huan Liu ; Calton Pu ; Xiaohua Hu ; Nesreen Ahmed ; Mu Qiao ; Yang Song ; Donald Kossmann ; Bing Liu ; Kisung Lee ; Jiliang Tang ; Jingrui He ; Jeffrey Saltz. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 5474 (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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title = "A Machine Learning Evaluation of the COMPAS Dataset",

author = "Hongjun Yoon",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/BigData.2018.8622343",

language = "English",

series = "Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "5474",

editor = "Naoki Abe and Huan Liu and Calton Pu and Xiaohua Hu and Nesreen Ahmed and Mu Qiao and Yang Song and Donald Kossmann and Bing Liu and Kisung Lee and Jiliang Tang and Jingrui He and Jeffrey Saltz",

booktitle = "Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018",

note = "2018 IEEE International Conference on Big Data, Big Data 2018 ; Conference date: 10-12-2018 Through 13-12-2018",

}

Yoon, H 2018, A Machine Learning Evaluation of the COMPAS Dataset. in N Abe, H Liu, C Pu, X Hu, N Ahmed, M Qiao, Y Song, D Kossmann, B Liu, K Lee, J Tang, J He & J Saltz (eds), Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018., 8622343, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018, Institute of Electrical and Electronics Engineers Inc., pp. 5474, 2018 IEEE International Conference on Big Data, Big Data 2018, Seattle, United States, 12/10/18. https://doi.org/10.1109/BigData.2018.8622343

A Machine Learning Evaluation of the COMPAS Dataset. / Yoon, Hongjun.
Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. ed. / Naoki Abe; Huan Liu; Calton Pu; Xiaohua Hu; Nesreen Ahmed; Mu Qiao; Yang Song; Donald Kossmann; Bing Liu; Kisung Lee; Jiliang Tang; Jingrui He; Jeffrey Saltz. Institute of Electrical and Electronics Engineers Inc., 2018. p. 5474 8622343 (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A Machine Learning Evaluation of the COMPAS Dataset

AU - Yoon, Hongjun

PY - 2018/7/2

Y1 - 2018/7/2

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U2 - 10.1109/BigData.2018.8622343

DO - 10.1109/BigData.2018.8622343

M3 - Conference contribution

AN - SCOPUS:85062632995

T3 - Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018

SP - 5474

BT - Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018

A2 - Abe, Naoki

A2 - Liu, Huan

A2 - Pu, Calton

A2 - Hu, Xiaohua

A2 - Ahmed, Nesreen

A2 - Qiao, Mu

A2 - Song, Yang

A2 - Kossmann, Donald

A2 - Liu, Bing

A2 - Lee, Kisung

A2 - Tang, Jiliang

A2 - He, Jingrui

A2 - Saltz, Jeffrey

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 IEEE International Conference on Big Data, Big Data 2018

Y2 - 10 December 2018 through 13 December 2018

ER -

Yoon H. A Machine Learning Evaluation of the COMPAS Dataset. In Abe N, Liu H, Pu C, Hu X, Ahmed N, Qiao M, Song Y, Kossmann D, Liu B, Lee K, Tang J, He J, Saltz J, editors, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 5474. 8622343. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018). doi: 10.1109/BigData.2018.8622343

A Machine Learning Evaluation of the COMPAS Dataset

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