Canonical-Correlation-Based Fast Feature Selection. - Sikai Zhang; Tingna Wang; Keith Worden; Elizabeth J. Cross (CoRR, 2021)

GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series. - Sikai Zhang; Hong Zheng; Hongyi Su; Bo Yan; Jiamou Liu; Song Yang 001 (CoRR, 2021)

Physics-informed machine learning for Structural Health Monitoring. - Elizabeth J. Cross; Samuel J. Gibson; Matthew R. Jones; Daniel J. Pitchforth; Sikai Zhang; Timothy J. Rogers 003 (CoRR, 2022)

Orthogonal least squares based fast feature selection for linear classification. - Sikai Zhang; Zi-Qiang Lang (Pattern Recognit., 2022)

Diagnosis of Rotor Component Shedding in Rotating Machinery: A Data-Driven Approach. - Sikai Zhang; Qizhe Lin; Jiayao Lin (Sensors, 2024)

Dictionary-Learning-Based Data Pruning for System Identification. - Tingna Wang; Sikai Zhang; Limin Sun (CoRR, 2025)