Jince Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Imbalanced Data

Industrial Process

Multivariate Time Series

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Expert Syst. Appl.

Publications

Min Yin, Jince Li, Yilin Shi, Chu Qi, Hongguang Li
Fusing logic rule-based hybrid variable graph neural network approaches to fault diagnosis of industrial processes. Expert Syst. Appl. 238 (Part D) (2024)
Yilin Shi, Jince Li, Hongguang Li, Bo Yang
An Imbalanced Data Augmentation and Assessment Method for Industrial Process Fault Classification With Application in Air Compressors. IEEE Trans. Instrum. Meas. 72 (2023)
Jince Li, Yilin Shi, Hongguang Li, Bo Yang
TC-GATN: Temporal Causal Graph Attention Networks With Nonlinear Paradigm for Multivariate Time-Series Forecasting in Industrial Processes. IEEE Trans. Ind. Informatics 19 (6) (2023)
Hongguang Li, Wenjing Zhao, Yilin Shi, Jince Li
MP-CRJ: Multi-parallel cycle reservoirs with jumps for industrial multivariate time series predictions. Trans. Inst. Meas. Control 44 (11) (2022)
Jince Li, Bo Yang, Hongguang Li, Yongjian Wang, Chu Qi, Yi Liu
DTDR-ALSTM: Extracting dynamic time-delays to reconstruct multivariate data for improving attention-based LSTM industrial time series prediction models. Knowl. Based Syst. 211 (2021)
Jince Li, Yongjian Wang, Hongguang Li, Bo Yang
An Adaptive Optimization Approach Based on the Human factors and Its Application to Process Alarm Thresholds. ASCC (2019)