Fan Yang

Pennsylvania State University (US)

Research Areas

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H-index

Publications

1904

Citations

5360

i10-index

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Data-driven soft sensor development based on deep ...	2014	538
Concurrent monitoring of operating condition devia...	2015	291
An Overview of Industrial Alarm Systems: Main Caus...	2015	262
Direct Causality Detection via the Transfer Entrop...	2013	196
Slow feature analysis for monitoring and diagnosis...	2016	181
BCI Competition 2003—Data Set IV: An Algorithm Bas...	2004	151
Recursive Slow Feature Analysis for Adaptive Monit...	2018	150
Probabilistic slow feature analysis‐based represen...	2015	145
Improved correlation analysis and visualization of...	2012	131
Dynamic Soft Sensor Development Based on Convoluti...	2019	121

Publications

1.
Data-driven soft sensor development based on deep learning technique
Year: 2014Citations: 538DOI: 10.1016/j.jprocont.2014.01.012
2.
Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis
Year: 2015Citations: 291DOI: 10.1002/aic.14888
3.
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems
Year: 2015Citations: 262DOI: 10.1109/tase.2015.2464234
4.
Direct Causality Detection via the Transfer Entropy Approach
Year: 2013Citations: 196DOI: 10.1109/tcst.2012.2233476
5.
Slow feature analysis for monitoring and diagnosis of control performance
Year: 2016Citations: 181DOI: 10.1016/j.jprocont.2015.12.004
6.
BCI Competition 2003—Data Set IV: An Algorithm Based on CSSD and FDA for Classifying Single-Trial EEG
Year: 2004Citations: 151DOI: 10.1109/tbme.2004.826697
7.
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes
Year: 2018Citations: 150DOI: 10.1109/tie.2018.2811358
8.
Probabilistic slow feature analysis‐based representation learning from massive process data for soft sensor modeling
Year: 2015Citations: 145DOI: 10.1002/aic.14937
9.
Improved correlation analysis and visualization of industrial alarm data
Year: 2012Citations: 131DOI: 10.1016/j.isatra.2012.03.005
10.
Dynamic Soft Sensor Development Based on Convolutional Neural Networks
Year: 2019Citations: 121DOI: 10.1021/acs.iecr.9b02513

About Fan Yang

Fan Yang is a researcher with 1904 publications and 5360 citations. They are affiliated with Pennsylvania State University. Their research focuses on . With an h-index of 34, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Citations per publication by year