Data reduction in classification: A simulated annealing based projection method. - Tian Siva Tian; Rand R. Wilcox; Gareth M. James (Stat. Anal. Data Min., 2010)

Interpretable dimension reduction for classifying functional data. - Tian Siva Tian; Gareth M. James (Comput. Stat. Data Anal., 2013)

EEG/MEG Source Reconstruction with Spatial-Temporal Two-Way Regularized Regression. - Tian Siva Tian; Jianhua Z. Huang; Haipeng Shen; Zhimin Li (Neuroinformatics, 2013)

Two-way regularization for MEG source reconstruction via multilevel coordinate descent. - Tian Siva Tian; Jianhua Z. Huang; Haipeng Shen (Stat. Anal. Data Min., 2013)

A Review of Feature Reduction Techniques in Neuroimaging. - Benson Mwangi; Tian Siva Tian; Jair C. Soares (Neuroinformatics, 2014)

Solving the MEG Inverse Problem: A Robust Two-Way Regularization Method. - Tian Siva Tian; Jianhua Z. Huang; Haipeng Shen (Technometrics, 2015)