3 papers
stat.ML2025
Interval-Valued Time Series Classification Using -Distance
Wan Tian, Zhongfeng Qin
In recent years, modeling and analysis of interval-valued time series have garnered increasing attention in econometrics, finance, and statistics. However, these studies have predo…
stat.ML2025
Adaptive Classification of Interval-Valued Time Series
Wan Tian, Zhongfeng Qin
In recent years, the modeling and analysis of interval-valued time series have garnered significant attention in the fields of econometrics and statistics. However, the existing li…
stat.AP2025
A model-free feature extraction procedure for interval-valued time series prediction
Wan Tian, Zhongfeng Qin, Tao Hu
In this paper, we present a novel feature extraction procedure to predict interval-valued time series by combing transfer learning and imaging approaches. Initially, we represent i…