Gaoxia Jiang

Error estimation based on variance analysis of k -fold cross-validation

Gaoxia Jiang, Wenjian Wang · Pattern Recognition · 2017 · 171 citations

Method Validation, Engineering, Data Science +7

A novel distance measure for time series: Maximum shifting correlation distance

Gaoxia Jiang, Wenjian Wang, Wenkai Zhang · Pattern Recognition Letters · 2018 · 23 citations

Engineering, Shift Detection, Measurement +9

Markov cross-validation for time series model evaluations

Gaoxia Jiang, Wenjian Wang · Information Sciences · 2016 · 21 citations

Engineering, Markov Cross-validation, Hidden Markov Model +5

A general elevating framework for label noise filters

Qingqiang Chen, Gaoxia Jiang, Fuyuan Cao et al. · Pattern Recognition · 2023 · 14 citations

Engineering, Machine Learning, Filtering Technique +9

A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective

Gaoxia Jiang, Wenjian Wang, Yuhua Qian et al. · Journal of Machine Learning Research · 2021 · 10 citations