Synthetic Data Generation: A Comparative Study

Author:

Endres Markus1,Mannarapotta Venugopal Asha1,Tran Tung Son1

Affiliation:

1. University of Passau, Germany

Funder

Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie

Publisher

ACM

Reference17 articles.

1. Distance Correlation Coefficient: An Application with Bayesian Approach in Clinical Data Analysis

2. Kevin  W. Bowyer , Nitesh  V. Chawla , Lawrence  O. Hall , and W.  Philip Kegelmeyer . 2011 . SMOTE: Synthetic Minority Over-sampling Technique. CoRR abs/1106.1813(2011). Kevin W. Bowyer, Nitesh V. Chawla, Lawrence O. Hall, and W. Philip Kegelmeyer. 2011. SMOTE: Synthetic Minority Over-sampling Technique. CoRR abs/1106.1813(2011).

3. Jessamyn Dahmen and Diane Cook . 2019. SynSys: A Synthetic Data Generation System for Healthcare Applications. Sensors 19, 5 ( 2019 ). https://doi.org/10.3390/s19051181 Jessamyn Dahmen and Diane Cook. 2019. SynSys: A Synthetic Data Generation System for Healthcare Applications. Sensors 19, 5 (2019). https://doi.org/10.3390/s19051181

4. Ashish Dandekar , Remmy A. M. Zen , and Stéphane Bressan . 2018. A Comparative Study of Synthetic Dataset Generation Techniques . In Database and Expert Systems Applications . Springer International Publishing , 387–395. Ashish Dandekar, Remmy A. M. Zen, and Stéphane Bressan. 2018. A Comparative Study of Synthetic Dataset Generation Techniques. In Database and Expert Systems Applications. Springer International Publishing, 387–395.

5. B.S Everitt and David  C. Howell . 2005. Encyclopedia of Statistics in Behavioral Science. Vol. 3 . Wiley , 1621–1628. B.S Everitt and David C. Howell. 2005. Encyclopedia of Statistics in Behavioral Science. Vol. 3. Wiley, 1621–1628.

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