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Wei Wang PhD Student, Electrical Engineering University of Maryland Baltimore County ITE 370, 1000 Hilltop Circle Baltimore, Maryland 21250 email: wangw1@umbc.edu |
Reseach Interests: Machine learning, data mining, biomedical image processing, source separation, pattern recognition, statistical signal processing, and optical communications
Publications
Journal Articles- W. Wang, T. Adali and D. Emge, " Subspace partitioning for target detection and identification (pdf)," IEEE Trans. on Signal Processing, vol. 57, no. 4, Apr. 2009.
- W. Wang and T. Adali, " Detection using correlation bound in a linear mixture model (pdf)," Signal Processing, vol. 87, no. 5, pp. 1118-1127, May 2007.
- W. Wang and T. Adali, " Eigenanalysis of autocorrelation matrices in the presence of noncentral and signal-dependent noise (pdf)," IEEE Signal Processing Letters, vol. 12, no. 2, pp. 85-88, Feb. 2005.
- H. Li, T. Adali, W. Wang and D. Emge, " Non-Negative Matrix Factorization with Orthogonality Constraints and its application to Raman spectroscopy (pdf)," Journal of VLSI Signal Processing, vol. 48, pp. 83--97, 2007.
- Y. Li, T. Adali and W. Wang, "Joint Blind Source Separation by Multi-set Canonical Correlation Analysis," IEEE Trans. on Signal Processing, in press.
- W. Wang and T. Adali, "A data-driven approach for target detection and classification," submitted to IEEE Trans. on Signal Processing.
- W. Wang, T. Adali and D. Emge, " Target detection and identification using canonical correlation and subspace partitioning (pdf)," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP),Las Vegas, NV, Mar. 2008.
- Y. Li, W. Wang and T. Adali, " CCA for joint blind source separation of multiple datasets with application to fMRI analysis (pdf)," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP),Las Vegas, NV, Mar. 2008.
- W. Wang, T. Adali and D. Emge, " Library partitioning for target detection in joint contaminated surface detector (pdf)," in Proc. Scientific Conference on Chemical and Biological Defense Research, Edgewood, MD, Nov., 2007
- W. Wang, T. Adali and D. Emge, " Unsupervised detection using canonical correlation analysis and its application to Raman spectroscopy (pdf)," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP),Thessaloniki, Greece, Aug. 2007.
- W. Wang and T. Adali, " Constrained ICA and its application to Raman spectroscopy (pdf)," in Proc. Antennas and Propagation Society International Symposium, Washington, DC., July 2005.
- W. Wang, T. Adali and D. Emge, " Detection Using Correlation Bound and its Application to Raman Spectroscopy (pdf)," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP), Mystic, CT, Sep. 2005.
- H. Li, T. Adali, W. Wang and D. Emge, " Non-Negative Matrix Factorization with Orthogonality Constraints for Chemical Agent Detection in Raman Spectra (pdf)," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP), Mystic, CT, Sep. 2005.
- W. Wang and T. Adali, " A radial basis function equalizer for optical fiber communications systems (pdf)," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP),Montreal, Canada May 2004.
- W. Wang, O. V. Sinkin, T. Adali, J. Zweck and C. R. Menyuk, " Prior-based Line-coding for WDM RZ Systems (pdf)," in Proc. IEEE Conference on Lasers and Electro-Optics (LEOS), San Francisco, CA, May 2004.
- T. Adali, W. Wang, A. O. Lima, " Electronic equalization in optical fiber communications (pdf)," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP) , Hong Kong, April 2003.
- W. Xi, T. Adali, Lima. T, W. Wang, J. Zweck and C. R. Menyuk, " Electrical estimation of polarization mode dispersion parameters for compensation (pdf)," in Proc. Optical Fiber Communications Conference (OFC) , Atlanta, GA, 2003
- W. Wang, T. Adali and C. R. Menyuk, " On properties of electronic equalizers for optical communications systems (pdf)," in Proc. IEEE Conference on Lasers and Electro-Optics (LEOS), Glaasgow, Scotland, Nov. 2002.
