Yiou Li (Yi-Ou Li)

Yiou Li (Yi-Ou Li), Ph.D.

[My CV] [My Research] [My Philo] [My Life] [CSEE] [UMBC]

My Contact Info:

I've moved to San Francisco since July, 2009 My current personal contact: liyiou[et]gmail[D0T]com

Publications:

Peer reviewed journal:

Y.-O. Li, W. Wang, T. Adali and V. D. Calhoun, "Joint blind source separation by multi-set canonical correlation analysis," IEEE Transactions on Signal Processing, (in press).

Y.-O. Li, T. Adali and V. D. Calhoun, "A Feature-selective Independent Component Analysis Method for Functional MRI," International Journal of Biomedical Imaging, Vol. 2007, Article ID 15635 (link to full text).

Y.-O. Li, T. Adali and V. D. Calhoun, "Estimating the number of independent components for fMRI data," Human Brain Mapping, vol. 28, pp. 1251--66, 2007 (Link).

N. Correa, Y.-O. Li, T. Adali and V. D. Calhoun, "Canonical correlation analysis for feature-based fusion of biomedical imaging modalities and its application to detection of associative networks in schizophrenia," (in press) IEEE Journal of Selected Topics in Signal Processing, 2008.

Conference:

Y.-O. Li, W. Wang, T. Adali, and V. D. Calhoun, "A group study of simulated driving fMRI data by multiset canonical correlation analysis," (Accepted). Annual meeting of Organization of Human Brian Mapping (OHBM 2009).

Y.-O. Li, W. Wang, T. Adali, and V. D. Calhoun, "CCA for joint blind source separation of multiple datasets with application to group fMRI analysis," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Las Vegas, NV.

Y.-O. Li, T. Adali, and V. D. Calhoun, "A Multivariate model for comparison of two datasets and its application to fMRI analysis," in Proc. IEEE Workshop on Machine Learning and Signal Processing (MLSP 2007), Thessaloniki, Greece.

Y.-O. Li, T. Adali and V. D. Calhoun, "Sample dependence correction for order selection in fMRI analysis," in Proc. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2006), Crystal City, VA.

Y.-O. Li, "Optimality of Kurtosis Contrast Function in ICA Optimization with Orthogonal Constraint," in Technical report, ENEE 718I: Topics in Signal Processing: Blind Signal Separation/Independent Component Analysis (BSS/ICA).

Y.-O. Li, T. Adali and V. D. Calhoun, "Feature-selective ICA and Its Convergence Properties," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Philadelphia, PA.

Y.-O. Li, T. Adali and V. D. Calhoun, "Independent Component Analysis with Feature Selective Filtering," in Proc. IEEE Workshop on Machine Learning and Signal Processing (MLSP 2004), Sao Luis, Brazil.

Y.-O. Li, "Application of Augmented Lagrangian Method in Independent Component Analysis," in Proc. The 26th Annual UMB/UMBC Graduate Research Conference (GRC-2004), UMBC, MD.

N. Correa, Y.-O. Li, T. Adali, and V. D. Calhoun, "Examining associations between fMRI and EEG data using canonical correlation analysis," in Proc. IEEE International Symposium on Biomedical Imaging (ISBI 2008), Paris, France.

W. Xiong, Y.-O. Li, H. Li, T. Adali, and V. D. Calhoun, "On ICA of complex-valued fMRI: advantages and order selection," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Las Vegas, NV.

N. Correa, T. Adali, Y.-O. Li and V. D. Calhoun, "Comparison of Blind Source Separation Algorithms for fMRI Using A New MATLAB Toolbox: GIFT," in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Philadelphia, PA.

V. D. Calhoun, T. Adali and Y.-O. Li, "Independent Component Analysis of Complex-valued functional Magnetic Resonance Imaging Data by Complex Nonlinearities." in Proc. IEEE International Symposium on Biomedical Imaging (ISBI 2004), Arlington, VA.

Last Modified: 04/05/2009 by Yi-Ou(Leo) Li