1. Survey of distance measures for quantifying concept drift and shift in numeric data
2. Regional Concept Drift Detection and Density Synchronized Drift Adaptation
3. Towards nonparametric drift detection via dynamic adapting window independence drift detection (DAWIDD);hinder;Proceedings of the 37th International Conference on Machine Learning ser Proceedings of Machine Learning Research,2020
4. Hellinger distance based drift detection for nonstationary environments
5. Failing loudly: An empirical study of methods for detecting dataset shift;rabanser;Advances in neural information processing systems,2019