Rethinking general time series analysis from a frequency domain perspective

W Zhuang, J Fan, J Fang, W Fang, M Xia - Knowledge-Based Systems, 2024 - Elsevier
Abstract Recently, Transformers and MLPs based models have dominated and made
significant progress in time series analysis. However, these methods struggle to capture the …

Rethinking general time series analysis from a frequency domain perspective

W Zhuang, J Fan, J Fang, W Fang, M Xia - 2024 - dl.acm.org
Abstract Recently, Transformers and MLPs based models have dominated and made
significant progress in time series analysis. However, these methods struggle to capture the …