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Jieping Ye

Papers on DiSC'06


IDR/QR: an incremental dimension reduction algorithm via QR decomposition

Publications


Note: Links lead to the DBLP on the Web.

Jieping Ye

Chris H. Q. Ding , Jieping Ye: 2-Dimensional Singular Value Decomposition for 2D Maps and Images. SDM 2005

Jieping Ye, Qi Li , Hui Xiong , Haesun Park , Ravi Janardan , Vipin Kumar : IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. IEEE Trans. Knowl. Data Eng. 17 (9): 1208-1222 (2005)

Jieping Ye, Qi Li : A Two-Stage Linear Discriminant Analysis via QR-Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 27 (6): 929-941 (2005)

Jieping Ye: Generalized Low Rank Approximations of Matrices. Machine Learning 61 (1-3): 167-191 (2005)

Qi Li , Jieping Ye, Chandra Kambhamettu : Linear Projection Methods in Face Recognition under Unconstrained Illuminations: A Comparative Study. CVPR (2) 2004 : 474-481

Jieping Ye, Ravi Janardan , Qi Li , Haesun Park : Feature extraction via generalized uncorrelated linear discriminant analysis. ICML 2004

Jieping Ye: Generalized low rank approximations of matrices. ICML 2004

Jieping Ye, Ravi Janardan , Qi Li : GPCA: an efficient dimension reduction scheme for image compression and retrieval. KDD 2004 : 354-363

Jieping Ye, Qi Li , Hui Xiong , Haesun Park , Ravi Janardan , Vipin Kumar : IDR/QR: an incremental dimension reduction algorithm via QR decomposition. KDD 2004 : 364-373

Tao Xiong , Jieping Ye, Qi Li , Ravi Janardan , Vladimir Cherkassky : Efficient Kernel Discriminant Analysis via QR Decomposition. NIPS 2004

Jieping Ye, Ravi Janardan , Qi Li : Two-Dimensional Linear Discriminant Analysis. NIPS 2004

Jieping Ye, Ravi Janardan , Cheong Hee Park , Haesun Park : An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems. IEEE Trans. Pattern Anal. Mach. Intell. 26 (8): 982-994 (2004)

Jieping Ye, Tao Li , Tao Xiong , Ravi Janardan : Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 1 (4): 181-190 (2004)

Jieping Ye, Ravi Janardan , Songtao Liu : Pairwise Protein Structure Alignment Based on an Orientation-independent Backbone Representation. J. Bioinformatics and Computational Biology 2 (4): 699-718 (2004)

Jieping Ye, Ravi Janardan : Approximate Multiple Protein Structure Alignment Using the Sum-of-Pairs Distance. Journal of Computational Biology 11 (5): 986-1000 (2004)

Jieping Ye, Qi Li : LDA/QR: an efficient and effective dimension reduction algorithm and its theoretical foundation. Pattern Recognition 37 (4): 851-854 (2004)

Qi Li , Jieping Ye, Chandra Kambhamettu : Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data. ICDM 2003 : 163-170

Jieping Ye, Ravi Janardan , Cheong Hee Park , Haesun Park : A new optimization criterion for generalized discriminant analysis on undersampled problems. ICDM 2003 : 419-426

Jieping Ye, Ravi Janardan , Songtao Liu : Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone Geometry. ICTAI 2003 : 2-8

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