Time Series Analysis in Frequency Domain: A Survey of Open Challenges, Opportunities and Benchmarks

Qianru Zhang, Yuting Sun, Honggang Wen +6

Frequency-domain analysis has emerged as a powerful paradigm for time series analysis, offering unique advantages over traditional time-domain approaches while introducing new theo…