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2020 – today
- 2024
[j8]Oscar Blessed Deho
, Lin Liu, Jiuyong Li, Jixue Liu, Chen Zhan, Srecko Joksimovic:
When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models. IEEE Trans. Learn. Technol. 17: 1007-1020 (2024)- [j7]Chen Zhan, Srecko Joksimovic, Djazia Ladjal, Thierry Rakotoarivelo, Ruth Marshall, Abelardo Pardo:
Preserving Both Privacy and Utility in Learning Analytics. IEEE Trans. Learn. Technol. 17: 1655-1667 (2024) - 2023
- [j6]Oscar Blessed Deho, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu, Lin Liu:
Should Learning Analytics Models Include Sensitive Attributes? Explaining the Why. IEEE Trans. Learn. Technol. 16(4): 560-572 (2023) - [c3]Oscar Blessed Deho, Srecko Joksimovic, Lin Liu, Jiuyong Li, Chen Zhan, Jixue Liu:
Assessing the Fairness of Course Success Prediction Models in the Face of (Un)equal Demographic Group Distribution. L@S 2023: 48-58 - 2022
- [j5]Djazia Ladjal, Srecko Joksimovic, Thierry Rakotoarivelo, Chen Zhan:
Technological frameworks on ethical and trustworthy learning analytics. Br. J. Educ. Technol. 53(4): 733-736 (2022) - [j4]Oscar Blessed Deho, Chen Zhan, Jiuyong Li, Jixue Liu, Lin Liu, Thuc Duy Le:
How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics? Br. J. Educ. Technol. 53(4): 822-843 (2022) - [c2]Oscar Blessed Deho, Lin Liu, Srecko Joksimovic, Jiuyong Li, Chen Zhan, Jixue Liu:
Assessing the Causal Impact of Online Instruction due to COVID-19 on Students' Grades and its aftermath on Grade Prediction Models. GoodIT 2022: 32-38 - 2020
- [j3]Chen Zhan, Elizabeth Roughead, Lin Liu, Nicole Pratt, Jiuyong Li:
Detecting potential signals of adverse drug events from prescription data. Artif. Intell. Medicine 104: 101839 (2020) - [j2]Chen Zhan, Elizabeth Roughead, Lin Liu, Nicole Pratt, Jiuyong Li:
Detecting high-quality signals of adverse drug-drug interactions from spontaneous reporting data. J. Biomed. Informatics 112: 103603 (2020)
2010 – 2019
- 2018
- [j1]Chen Zhan, Elizabeth Roughead, Lin Liu, Nicole Pratt, Jiuyong Li:
A data-driven method to detect adverse drug events from prescription data. J. Biomed. Informatics 85: 10-20 (2018) - [c1]Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen, Chen Zhan, Jianjun Li, Liang Feng:
An Annulus Local Search Based Localization (ALSL) Algorithm in Indoor Wi-Fi Environments. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 887-892
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