Multidimensional KNN algorithm based on EEMD and complexity measures in financial time series forecasting. - Guancen Lin; Aijing Lin; Jianing Cao (Expert Syst. Appl., 2021)

Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient. - Guancen Lin; Aijing Lin; Danlei Gu (Inf. Sci., 2022)

Detection of Attention Deficit Hyperactivity Disorder in children using CEEMDAN-based cross frequency symbolic convergent cross mapping. - Danlei Gu; Aijing Lin; Guancen Lin (Expert Syst. Appl., 2023)

Higher-order Cross-structural Embedding Model for Time Series Analysis. - Guancen Lin; Cong Shen; Aijing Lin (CoRR, 2024)

Multiscale modified diversity entropy as a measure of time series synchrony. - Guancen Lin; Aijing Lin (Commun. Nonlinear Sci. Numer. Simul., 2025)