I joined the Computer Science and Engineering Department at
the Arizona State University in Fall 2005. I am a member of the AI Lab at ASU and a member of the Evolutionary Functional Genomics (EFG)
Center of the Biodesign Institute at ASU. My
research interests lie in machine learning, data mining, and bioinformatics.
Recent Papers
· Jieping Ye
and Tao Xiong. Computational and theoretical analysis
of null space and orthogonal linear discriminant
analysis. Journal of Machine Learning Research.
7(July): 1183—1204, 2006. PDF
· Jieping Ye. Generalized low rank
approximations of matrices. Machine Learning, Vol. 61, pp. 167-191,
2005. Outstanding Student Paper Award at ICML 2004. PDF Matlab
Code
·
Jieping Ye. Characterization of a family of algorithms for generalized discriminant analysis on undersampled
problems. Journal of Machine Learning Research.
Vo. 6(Apr), pp. 483-502, 2005. PDF Matlab
Code
·
Jieping Ye, Ravi Janardan.
Approximate multiple protein structure alignment using the Sum-of-Pairs
distance. Journal of Computational Biology, Vol. 11, No. 5, pp. 986-1000, 2004. PDF C Code (improved
version)
·
Jieping Ye, Ravi Janardan, and
Songtao Liu. Pairwise
protein structure alignment based on an orientation independent representation
of the backbone geometry. Journal of
Bioinformatics and Computational Biology, Vol.
2, No. 4, pp. 699-717, 2004. PDF Matlab Code
·
Jieping Ye, Tao Li, Tao Xiong,
and Ravi Janardan. Using Uncorrelated Discriminant
Analysis for Tissue Classification with Gene Expression Data. IEEE/ACM Transactions on Computational Biology and
Bioinformatics. Vol. 1, No. 4, pp. 181-190,
2004.
PDF Matlab
Code
