45 citations · 45 across the 2 of their papers we have counts for
2 papers
cs.LG2023
SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets
Borui Cai, Guangyan Huang, Shuiqiao Yang +2
Shapelets that discriminate time series using local features (subsequences) are promising for time series clustering. Existing time series clustering methods may fail to capture re…
cs.LG2023★ 45 cited
Hybrid Variational Autoencoder for Time Series Forecasting
Borui Cai, Shuiqiao Yang, Longxiang Gao +1
Variational autoencoders (VAE) are powerful generative models that learn the latent representations of input data as random variables. Recent studies show that VAE can flexibly lea…