Michelle Yongmei Wang, Associate Professor

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Personal profile

Research Interests

Statistical/mathematical methods, machine learning and data mining
Signal and imaging processing, computation, and analysis
Quantitative and cognitive psychology
Precision medicine

Professional Information

Quantitative/mathematical methods and modeling in psychology

Brain and cognitive sciences

Teaching

Covariance Structure and Factor Models
Methods of Applied Statistics
Applied Regression and Design
Image and Neuroimage Analysis
Statistics and Probability
Image Processing with Matlab
Introduction to Statistics
Signals and Systems

Office Address

116 C Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820

Office Phone

Education/Academic qualification

Ph.D., Yale University

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Research Output

Covariance based outlier detection with feature selection

Zwilling, C. E. & Wang, M. Y., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2606-2609 4 p. 7591264. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multivariate voronoi outlier detection for time series

    Zwilling, C. E. & Wang, M. Y., Feb 10 2014, 2014 IEEE Healthcare Innovation Conference, HIC 2014. Institute of Electrical and Electronics Engineers Inc., p. 300-303 4 p. 7038934. (2014 IEEE Healthcare Innovation Conference, HIC 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Predicting individuals' learning success from patterns of pre-learning MRI activity

    Vo, L. T. K., Walther, D. B., Kramer, A. F., Erickson, K. I., Boot, W. R., Voss, M. W., Prakash, R. S., Lee, H., Fabiani, M., Gratton, G., Simons, D. J., Sutton, B. P. & Wang, M. Y., Feb 2 2011, In : PloS one. 6, 1, e16093.

    Research output: Contribution to journalArticle

  • A method for evaluating dynamic functional network connectivity and task-modulation: Application to schizophrenia

    Sakoğlu, Ü., Pearlson, G. D., Kiehl, K. A., Wang, Y. M., Michael, A. M. & Calhoun, V. D., Dec 2010, In : Magnetic Resonance Materials in Physics, Biology and Medicine. 23, 5-6, p. 351-366 16 p.

    Research output: Contribution to journalArticle

  • Efficient moments-based permutation tests

    Zhou, C., Wang, H. J. & Wang, Y. M., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 2277-2285 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution