Industrial & Management Systems Engineering

 

Hui Yang

PhD, Oklahoma State University

 

Assistant Professor

Office: ENC2203

Tel: 813-974-5579
Industrial & Management Systems Engineering
University of South Florida
4202 East Fowler Avenue, ENB118
Tampa, FL 33620-5350

Complex System Monitoring, Modeling and Analysis Laboratory

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Dr. Hui Yang receives the 2010 IERC Best Paper Award in Computer and Information Systems.

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Welcome Yun Chen join the COMMAN lab (Spring 2010)!

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Dr. Hui Yang receives the 2009 IERC Best Paper Award in Manufacturing and Design.

Sensor-based computational modeling and analysis of complex systems with special focus on nonlinear stochastic dynamics, and the resulting chaos, multifractal, self-organization, long range dependence behaviors (research highlights):

Sensor-based modeling and analysis of complex manufacturing systems

Health informatics and biomedical signal processing

Nonlinear dynamic data mining

Quality engineering and applied statistics

[8]

H. Yang, S. T. S. Bukkapatnam, L. Trung and R. Komanduri, "Identification of myocardial infarction (MI) using spatio-temporal heart dynamics," Medical Engineering and Physics, in press, 2011

[7]

H. Yang, S. T. S. Bukkapatnam, and L. G. Barajas, "Local recurrence model for performance prediction and prognostics in nonlinear and nonstationary systems," Pattern Recognition, Vol. 44, No. 8, p1834-1840, 2011.08

[6]

H. Yang, "Multiscale recurrence quantification analysis of spatial cardiac vectorcardiogram (VCG)  signals," IEEE Transactions on Biomedical Engineering, Vol. 58, No. 2, p339-347, 2011.02

[5]

D. Dawson, H. Yang, M. Malshe, S. T. S. Bukkapatnam, B. A. Benjamin and R. Komanduri, "Linear affine transformations between 3-lead (Frank XYZ leads) vectorcardiogram and  12-lead electrocardiogram signals," Journal of Electrocardiology, Vol. 42, No. 6, p. 622-630, 2009.11

[4]

H. Yang, S. T. S. Bukkapatnam and R. Komanduri, "Nonlinear adaptive wavelet analysis of electrocardiogram  signals," Physical Review E 76, 026214, 2007

[3]

D. Du, H. Yang, S. Norring, and E. Bennett, "Multiscale modeling of glycosylation modulation dynamics in cardiac electrical signaling," Proceedings of 2011 IEEE Engineering in Medicine and Biology Society Conference (EMBC), September 2, Boston, MA (Placed first in IBM Best student Paper competition)

[2]

H. Yang, "Multiscale recurrence analysis of complex physiological rhythmic dynamics," Proceedings of 2010 Industrial Engineering Research Conference, June 8, Cancun, Mexico (Best Track Paper in Computer and Information Systems)

[1]

H. Yang and S. T. Bukkapatnam, "Recurrence based performance prediction and prognostics in the complex manufacturing systems," Proceedings of 2009 Industrial Engineering Research Conference, May 30, Miami, FL (Best Track Paper in Manufacturing and Design)

EGN 3443 Probability and Statistics for Engineers

ESI 6247 Statistical Design Models

ESI 5236 Reliability Engineering

ESI 6605 Engineering Data Mining

ESI 4221 Statistical Quality Control

Professional Activities:

Refree, IEEE Transactions on Automation Science and Engineering

            IEEE Transactions on Systems, Man, and Cybernetics

            IIE Transactions

            Computer and Industrial Engineering

            Journal of Manufacturing Systems

            Medical Engineering & Physics

            Quality and Reliability Engineering International

            National Science Foundation (NSF) Panels

Member of INFORMS, APM, IEEE, IIE, and ASEE

Honors and Awards:

IERC Best Paper Award, Computer and Information Systems Track, Cancun, Mexico, 2010

IERC Best Paper Award, Manufacturing and Design Track, Miami, FL, 2009

Phoenix Award Finalist, Oklahoma State University, 2009

Niblack Biomedical Research Assistantship, Pfizer and Oklahoma State University, 2008

Graduate College Research Fellowship, Oklahoma State University, Stillwater, 2008

NSF Travel Grant, Division of Civil, Mechanical and Manufacturing Innovation, NSF, 2007

Last updated on 09/2011