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Hualiang Li Research Assistant Professor, Electrical Engineering University of Maryland Baltimore County ITE 374, 1000 Hilltop Circle Baltimore, Maryland 21250 email: lihua1@umbc.edu |
Reseach Interests: Stochastic signal processing, signal detection and estimation theory, biomedical image processing, biomedical data analysis, machine learning, data mining, numerical optimization, digital communications.
Publications:
- H. Li and T. Adali, "Application of independent component analysis with adaptive density model to complex-valued fMRI data," TBME, in press.
- H. Li and T. Adali, "Stability analysis and Newton algorithm for complex maximum likelihood ICA using Wirtinger calculus," IEEE Trans. Signal Processing, Vol. 58, pp. 6156-6167., 2010.
- W. Xiong, H. Li, T. Adali, Y.-O. Li and V. D. Calhoun, "On entropy rate for the complex domain and its application to i.i.d. sampling," IEEE Trans. Signal Processing, Vol. 58, pp. 2409-2414., 2010.
- H. Li and T. Adali, "Complex-Valued Adaptive Signal Processing Using Nonlinear Functions," EURASIP Journal on Advances in Signal Processing. , 2008.
- H. Li and T. Adali, "A class of complex ICA algorithms based on kurtosis cost function," IEEE Trans. Neural Networks, Vol. 19, pp. 408-419. , 2008.
- T. Adali, H. Li, M. Novey, and J.-F. Cardoso, "Complex ICA using nonlinear functions," IEEE Trans. Signal Processing, Vol. 56, pp. 4536-4544., 2008.
- H. Li, T. Adali, W. Wang, D. Emge and A. Cichocki, "Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy," VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 48, pp. 83-97., 2007.
- H. Li, P. A. Rodriquez, T. Adali, N. M. Correa, and V. D. Calhoun, "Flexible complex ICA of fMRI data," ICASSP, 2010.
- P. A. Rodriquez, H. Li, T. Adali, N. M. Correa, and V. D. Calhoun, "Phase correction and denoising for ICA of complex fMRI data," ICASSP, 2010.
- T. Adali and H. Li, "On properties of the widely linear MSE filter and its LMS Implementation," Proc. Conf. Information Sciences and Systems, Baltimore, MD., 2009.
- H. Li and T. Adali, "Stability analysis of complex maximum likelihood ICA using Wirtinger calculus,"ICASSP, Las Vegas, USA. , 2008.
