|
|
Xiang
Zhang |
I am a Ph.D. student in the Department of Computer Science at University of North
Carolina at Chapel Hill advised by Wei Wang. My work is currently
supported by a Microsoft
Research Ph.D. Fellowship. Prior to UNC, I got a Master degree from School of Computing Science at Simon Fraser University in Canada, and a Bachelor
degree from School of
Computer Science and Technology at Huazhong
University of Science and Technology in China.
Research Interests
- Computational Genetics & Bioinformatics
- Data Mining & Machine Learning
Publications
- COE:
A General Approach for Efficient Genome-Wide Two-Locus Epistasis Test in
Disease Association Study
Xiang Zhang, Feng Pan, Yuying Xie, Fei Zou, and Wei Wang.
International Conference on Research in Computational Molecular Biology (RECOMB), 2009. - FastChi: an Efficient Algorithm for
Analyzing Gene-Gene Interactions
Xiang Zhang, Fei Zou, and Wei Wang.
Pacific Symposium on Biocomputing (PSB), 2009. - REDUS: Finding Reducible Subspaces in
High Dimensional Data
Xiang Zhang, Feng Pan, and Wei Wang.
ACM Conference on Information and Knowledge Management (CIKM), 2008. - Mining Non-Redundant High Order
Correlations in Binary Data
Xiang Zhang, Feng Pan, and Wei Wang.
International Conference on Very Large Data Bases (VLDB), 2008. - FastANOVA: an Efficient Algorithm
for Genome-Wide Association Study
Xiang Zhang, Fei Zou, and Wei Wang.
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2008. (Best Research Paper Award) - CRD: Fast Co-clustering on Large
Datasets Utilizing Sample-Based Matrix Decomposition
Feng Pan, Xiang Zhang, and Wei Wang.
ACM International Conference on Management of Data (SIGMOD), 2008. - CARE:
Finding Local Linear Correlations in High Dimensional Data
Xiang Zhang, Feng Pan, and Wei Wang.
IEEE International Conference on Data Engineering (ICDE), 2008. (Best Student Paper Award) - A General Framework for Fast
Co-Clustering on Large Datasets Using Matrix Decomposition
Feng Pan, Xiang Zhang, and Wei Wang.
IEEE International Conference on Data Engineering (ICDE), 2008. - An Efficient
Algorithm for Mining Coherent Patterns from Heterogeneous Microarrays
Xiang Zhang and Wei Wang.
International Conference on Scientific and Statistical Database Management (SSDBM), 2007. - On
Demand Phenotype Ranking through Subspace Clustering
Xiang Zhang, Wei Wang, and Jun Huan.
- Mining Coherent Patterns from Heterogeneous Microarray Data
Xiang Zhang and Wei Wang.
ACM Conference on Information and Knowledge Management (CIKM), 2006. - Novel Approaches to
Biomolecular Sequence Indexing
Emre Karakoc, Meral Ozsoyoglu, Cenk Sahinalp, Murat Tasan, and Xiang Zhang.
IEEE Data Engineering Bulletin, 27(3): 40-47, 2004. - A Top-Down Method for Mining
Most Specific Frequent Patterns in Biological Sequence Data
Martin Ester and Xiang Zhang.