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Zheng Li
Zheng Li
Northeastern University Toronto and Arima
Verified email at arimadata.com
Title
Cited by
Cited by
Year
PyOD: A Python Toolbox for Scalable Outlier Detection
Y Zhao, Z Nasrullah, Z Li
Journal of Machine Learning Research 20 (96), 1-7, 2019
4092019
COPOD: Copula-Based Outlier Detection
Z Li, Y Zhao, N Botta, C Ionescu, X Hu
IEEE International Conference on Data Mining (ICDM), 2020
912020
LSCP: Locally selective combination in parallel outlier ensembles
Y Zhao, Z Nasrullah, MK Hryniewicki, Z Li
Proceedings of the 2019 SIAM International Conference on Data Mining, 585-593, 2019
832019
SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection
Y Zhao, X Hu, C Cheng, C Wang, C Wan, W Wang, J Yang, H Bai, Z Li, ...
arXiv preprint arXiv:2003.05731, 2020
26*2020
Ecod: Unsupervised outlier detection using empirical cumulative distribution functions
Z Li, Y Zhao, X Hu, N Botta, C Ionescu, G Chen
IEEE Transactions on Knowledge and Data Engineering, 2022
112022
SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated Sources
Z Li, Y Zhao, J Fu
2020 International Conference on Data Mining Workshops (ICDMW), 571-578, 2020
10*2020
A Python Toolbox for Scalable Outlier Detection. arXiv 2019
Y Zhao, Z Nasrullah, Z Li
arXiv preprint arXiv:1901.01588, 2019
92019
Responsibility Under Uncertainty: Which Climate Decisions Matter Most?
N Botta, N Brede, M Crucifix, C Ionescu, P Jansson, Z Li, ...
2021
SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated Sources
Z Li, Y Zhao, J Fu
IEEE International Conference on Data Mining Workshops (ICDMW), 2020
2020
On the Estimation of Large Covariance Matrices in Risk Management
Z Li
International Conference on Engineering and Risk Management, 2012
2012
Copula-Based Outlier Detection
Z Li, Y Zhao, X Hu, N Botta, C Ionescu, GH Chen
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Articles 1–11