Fang-Yue He

SMart: A Multi-source Multi-phase Time Series Representation Transfer Framework

This work proposes a new TSRL framework, namely multi-source multi-phase time series representation transfer (SMart), which has two novel mechanisms to address the aforementioned deficiencies, and shows that SMart outperforms several state-of-the-art models for time series representation learning, classification and re...