Model and Fault Inference with the Framework of Probabilistic SDG. - Fan Yang 005; Deyun Xiao (ICARCV, 2006)

Sensor location problem for large-scale complex systems in the framework of the dynamic Signed Directed Graph. - Fan Yang 005; Deyun Xiao (SMC, 2007)

Sensor Location Strategy in Large-Scale Systems for Fault Detection Applications. - Fan Yang 005; Deyun Xiao (J. Comput., 2008)

SDG model-based analysis of fault propagation in control systems. - Fan Yang 005; Sirish L. Shah; Deyun Xiao (CCECE, 2009)

Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms. - Fan Yang 005; Deyun Xiao; Sirish L. Shah (Sensors, 2009)

Correlation analysis of alarm data and alarm limit design for industrial processes. - Fan Yang 005; Sirish L. Shah; Deyun Xiao (ACC, 2010)

Detection of direct causality based on process data. - Ping Duan; Fan Yang 005; Tongwen Chen; Sirish L. Shah (ACC, 2012)

Signed directed graph based modeling and its validation from process knowledge and process data. - Fan Yang 005; Sirish L. Shah; Deyun Xiao (Int. J. Appl. Math. Comput. Sci., 2012)

Extended-AUDI method for simultaneous determination of causality and models from process data. - Benben Jiang; Fan Yang 005; Dexian Huang; Wei Wang 016 (ACC, 2013)

Direct Causality Detection via the Transfer Entropy Approach. - Ping Duan; Fan Yang 005; Tongwen Chen; Sirish L. Shah (IEEE Trans. Control. Syst. Technol., 2013)

Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response. - Chao Shang 002; Xinqing Gao; Fan Yang 005; Dexian Huang (IEEE Trans. Control. Syst. Technol., 2014)

Detecting and isolating plant-wide oscillations via slow feature analysis. - Xinqing Gao; Chao Shang 002; Fan Yang 005; Dexian Huang (ACC, 2015)

Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression. - Chao Shang 002; Fan Yang 005; Xinqing Gao; Dexian Huang (ACC, 2015)

Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise. - Benben Jiang; Fan Yang 005; Wei Wang 016; Dexian Huang (Autom., 2015)

Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy. - Weijun Yu; Fan Yang 005 (Entropy, 2015)

Simultaneous Identification of Bidirectional Path Models Based on Process Data. - Benben Jiang; Fan Yang 005; Wei Wang 016; Dexian Huang (IEEE Trans Autom. Sci. Eng., 2015)

Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables. - Ping Duan; Fan Yang 005; Sirish L. Shah; Tongwen Chen (IEEE Trans. Control. Syst. Technol., 2015)

An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems. - Jiandong Wang; Fan Yang 005; Tongwen Chen; Sirish L. Shah (IEEE Trans Autom. Sci. Eng., 2016)

Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network. - Kangcheng Wang; Chao Shang 002; Fan Yang 005; Yongheng Jiang; Dexian Huang (SMC, 2017)

Soft sensor development and applications based on LSTM in deep neural networks. - Wensi Ke Tsinghua; Dexian Huang; Fan Yang 005; Yongheng Jiang (SSCI, 2017)

Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy. - Jianjun Su; Dezheng Wang; Yinong Zhang; Fan Yang 005; Yan Zhao; Xiangkun Pang (Entropy, 2017)

Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes. - Lei Liu; Kangcheng Wang; Chao Shang 002; Fan Yang 005; Wenxiang Lyu; Dexian Huang (FSDM, 2018)

Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes. - Chao Shang 002; Fan Yang 005; Biao Huang 001; Dexian Huang (IEEE Trans. Ind. Electron., 2018)

Reaction temperature estimation in Shell coal gasification process. - Kangcheng Wang; Chao Shang 002; Fan Yang 005; Yongheng Jiang; Dexian Huang (CASE, 2019)

Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization. - Biao Han; Chao Shang 002; Fan Yang 005; Dexian Huang (ICCA, 2019)

Analysis of time-varying cause-effect relations based on qualitative trends and change amplitudes. - Wenkai Hu; Jiandong Wang; Fan Yang 005; Banglei Han; Zhen Wang 016 (Comput. Chem. Eng., 2022)

Detection of Cause-Effect Relations Based on Information Granulation and Transfer Entropy. - Xiangxiang Zhang; Wenkai Hu; Fan Yang 005 (Entropy, 2022)

A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing. - Dezheng Wang; Yinglong Wang; Fan Yang 005; Liyang Xu; Yinong Zhang; Yiran Chen 016; Ning Liao (Mach. Intell. Res., 2024)

Dynamic-Inner White Component Analysis: A New Latent Variable Model for Dynamic Data Analytics and Process Monitoring. - Kaida Huo; Dexian Huang; Fan Yang 005; Chao Shang 002 (IEEE Trans Autom. Sci. Eng., 2025)