EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software
Reference49 articles.
1. Improving predictive inference under covariate shift by weighting the log-likelihood function;Shimodaira;J. Stat. Plan. Inference,2000
2. Incremental learning of concept drift in non-stationary environments;Elwell;IEEE Trans. Neural Netw.,2011
3. Sequential change-point detection based on direct density-ratio estimation;Kawahara;Stat. Anal. Data Min.,2012
4. H. Raza, G. Prasad, Y. Li, EWMA based two-stage dataset shift-detection in non-stationary environments, in: Proceedings of the Artificial Intelligence Applications and Innovations, 2013, pp. 625–635.
5. H. Raza, G. Prasad, Y. Li, Dataset shift detection in non-stationary environments using EWMA charts, in: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2013, pp. 3151–3156.
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