Fan Yang
Orcid: 0000-0002-0254-9000Affiliations:
- Tsinghua University, Department of Automation, Beijing, China
- University of Alberta, Department of Chemical and Materials Engineering, Edmonton, AB, Canada
According to our database1,
Fan Yang
authored at least 28 papers
between 2006 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing.
Mach. Intell. Res., April, 2024
2022
Detection of Cause-Effect Relations Based on Information Granulation and Transfer Entropy.
Entropy, 2022
Analysis of time-varying cause-effect relations based on qualitative trends and change amplitudes.
Comput. Chem. Eng., 2022
2019
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
IEEE Trans. Ind. Electron., 2018
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
Proceedings of the Fuzzy Systems and Data Mining IV, 2018
2017
Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy.
Entropy, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
2016
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems.
IEEE Trans Autom. Sci. Eng., 2016
2015
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables.
IEEE Trans. Control. Syst. Technol., 2015
IEEE Trans Autom. Sci. Eng., 2015
Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy.
Entropy, 2015
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom., 2015
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
Proceedings of the American Control Conference, 2015
Proceedings of the American Control Conference, 2015
2014
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol., 2014
2013
IEEE Trans. Control. Syst. Technol., 2013
Extended-AUDI method for simultaneous determination of causality and models from process data.
Proceedings of the American Control Conference, 2013
2012
Signed directed graph based modeling and its validation from process knowledge and process data.
Int. J. Appl. Math. Comput. Sci., 2012
Proceedings of the American Control Conference, 2012
2010
Proceedings of the American Control Conference, 2010
2009
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms.
Sensors, 2009
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009
2008
J. Comput., 2008
2007
Sensor location problem for large-scale complex systems in the framework of the dynamic Signed Directed Graph.
Proceedings of the IEEE International Conference on Systems, 2007
2006
Proceedings of the Ninth International Conference on Control, 2006