Li-Lan Liu

According to our database, Li-Lan Liu authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems.

Jie Wu, Yan-Ning Sun, Yi-Tian Song, Li-Lan Liu, Zeng-Gui Gao, Wei Qin

Adv. Eng. Informatics, 2025

2024

Reconstructing causal networks from data for the analysis, prediction, and optimization of complex industrial processes.

Yan-Ning Sun, Yun-Jie Pan, Li-Lan Liu, Zeng-Gui Gao, Wei Qin

Eng. Appl. Artif. Intell., 2024

A hierarchical granger causality analysis framework based on information of redundancy for root cause diagnosis of process disturbances.

Jianguo Wang, Rui Chen, Xiang-Yun Ye, Zhong-Tao Xie, Yuan Yao, Li-Lan Liu

Comput. Chem. Eng., 2024

Industrial Time Series Data-Driven Causal Delay Relationship Analysis for Complex Industrial Processes.

Hai-Bo Qiao, Yan-Ning Sun, Li-Lan Liu, Zeng-Gui Gao, Yong Yang, Hongwei Xu

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024