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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…