American Journal of Signal Processing

American Journal of Signal Processing publishes articles on signal processing research and applications. It covers aspects from fundamental principles to practical implementation, intending to bring up-to-date, emerging and active technical developments, issues, and events to the research, educational, and professional communities.


Yuhua Li

Editorial Board Member of American Journal of Signal Processing

Staff Scientist, University of Ulster, UK

Research Areas

Statistics

Education

1997-2000Ph.DUniversity of Leicester
1986-1989M.ScShijiazhuang Institute of Technology, China
1982-1986B.Sc Shijiazhuang Institute of Technology, China

Experience

2005-presentLecturer University of Ulster, UK
2003-2005Research Associate University of Manchester, UK
2000-2003Senior Research Fellow Manchester Metropolitan University, UK
1995-1996Visiting Scholar University of Leicester, UK
1992-1997Lecturer Shijiazhuang Institute of Technology, China
1989-1992Associate Lecturer Shijiazhuang Institute of Technology, China

Publications: Journals

[1]  Yuhua Li (2011) "Selecting training points for one-class support vector machines, " Pattern Recognition Letters, vol. 32, no. 11, pp. 1517-1522.
[2]  Kui Zhang, Yuhua Li, Philip Scarf, Andrew Ball "Feature selection for high-dimensional machinery fault diagnosis data using multiple models and radial basis function networks, " Neurocomputing. DOI: 10.1016/j.neucom.2011.03.043.
[3]  Kui Zhang, Andrew Ball, Yuhua Li, Fengshou Gu "A modified relevance vector machine feature selection algorithm for high-dimensional condition monitoring data, " International Journal of Condition Monitoring (accepted).
[4]  Shanchao, Yang, Zhiqiang Yao, Yuhua Li, Zhigeng Pan "A 3D mesh permutation steganography based on the binary coding tree, " Information Sciences (accepted).
[5]  Yuhua Li, Liam Maguire (2011) "Selecting critical patterns based on local geometrical and statistical information, " IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 6, pp. 1189-1201.
[6]  Michael McCann, Yuhua Li, Liam Maguire, Adrian Johnston. (2010) "Causality Challenge: Benchmarking relevant signal components for effective monitoring and process control, " Journal of Machine Learning Research: Proceedings, vol. 6, pp. 277-288.
[7]  Kui Zhang, Yuhua Li, Yibo Fan, Andrew Ball (2007) "An evaluation of the potential offered by a relevance vector classifier in fault diagnosis, " International Journal of COMADEM, vol.9, no. 4, pp. 35-40.
[8]  Yuhua Li, David McLean, Zuhair Bandar, James O'Shea, Keeley Crockett. (2006) "Sentence similarity using semantic nets and corpus statistics, " IEEE Transactions on Knowledge and Data Engineering, vol. 18, no. 8, pp. 1138-1150.
[9]  Ahmed Y. Ben Sasi, Fengshou Gu, Yuhua Li, Andrew Ball (2006) "A validated model for the prediction of rotor bar failure in squirrel-cage motors using instantaneous angular speed, " Mechanical Systems and Signal Processing, vol. 20, no. 7, pp. 1572-1589.
[10]  Fengshou Gu, Isa Yesilyurt, Yuhua Li, Georgina Harris, Andrew Ball (2006) "An investigation of the effects of measurement noise in the use of instantaneous angular speed for machine diagnosis, " Mechanical Systems and Signal Processing, vol. 20, no. 6, pp. 1444-1460.
[11]  Yuhua Li, Fengshou Gu, Georgina Harris, Andrew Ball, Nick Bennett, Ken Travis (2005) "The measurement of instantaneous angular speed, " Mechanical Systems and Signal Processing, vol. 19, no. 4, pp. 786-805.
[12]  Yuhua Li, Zuhair Bandar, David McLean. (2003) "An approach for measuring semantic similarity using multiple information sources, " IEEE Transactions on Knowledge and Data Engineering, vol. 15, no.4, pp. 871-882.
[13]  Yuhua Li, Michael Pont, Barrie Jones (2002) "Improving the performance of radial basis function classifiers in condition monitoring and fault diagnosis applications where 'unknown' faults may occur, " Pattern Recognition Letters, vol.23, no.5, pp. 569-577.
[14]  Yuhua Li, Michael Pont (2002) "On selecting pre-processing techniques for fault classification using neural networks, " International Journal of Knowledge-Based Intelligent Engineering Systems, vol.6, no.2, pp. 80-87.
[15]  Yuhua Li, Michael Pont, Barrie Jones (2001) "Using MLP and RBF classifiers in embedded condition monitoring and fault diagnosis applications, " Transactions of the Institute of Measurement and Control, vol. 23, no.5, pp. 315-343