5 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2026★ 5 cited
Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series
Li Zhang, Nital Patel, Xiuqi Li +1
Time series chain (TSC) is a recently introduced concept that captures the evolving patterns in large scale time series. Informally, a time series chain is a temporally ordered set…
stat.ME2018★ 3 cited
Bayesian Change Point Detection for Functional Data
Xiuqi Li, Subhashis Ghosal
We propose a Bayesian method to detect change points for functional data. We extract the features of a sequence of functional data by the discrete wavelet transform (DWT), and trea…
stat.ME2018
Bayesian Classification of Multiclass Functional Data
Xiuqi Li, Subhashis Ghosal
We propose a Bayesian approach to estimating parameters in multiclass functional models. Unordered multinomial probit, ordered multinomial probit and multinomial logistic models ar…