Department of Computer Science
Western Kentucky University
1906 College Heights Blvd, #11076
Bowling Green, KY 42101-1076
Phone: (270) 745-6459
Fax: (270) 745-6449
- Data Mining
- Machine Learning
- Multimedia Computing and Networking
- Combinatorial Optimization/ Integer Programming
- CS 181 Computer Science II
- CS 245 Introduction to language
- CS 270 Introduction to web programming
- CS 476 Research Methods
- CS 595 Machine Learning
- CS 443/G Database Management Systems
- CS 450 Computer Networks
- CS 456 Artifical integlligence
- CS 475/G Special topics
- CS 543 Computer Information System Design
- CS 565
- CS 595 Special topics
- CS 599 Thesis Research/Writing
Ling Jian, Zhonghang Xia, Xinnan Niu, Xijun Liang, Primal Samir, Andrew Link: l2 multiple kernel fuzzy SVM-based data fusion for improving peptide identification
IEEE/ACM Transactions on Computational Biology and Bioinformatics, To appear
Xijun Liang, Zhonghang Xia, Liping Pang, Liwei Zhang, Hongwei Zhang: Measure Prediction Capability of Data for Collaborative Filtering
Knowledge and Information Systems, To appear
Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link: An Adaptive Classification Model for Peptide Identification
BMC Genomics. 2015; 16(Suppl 11): S1
Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link: A Weighted Classification Model for Peptide Identification
BMC Bioinformatics 2014
Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link, Liping Pang, Fang-Xiang Wu,
Hongwei Zhang: Peptide Identification Based on Fuzzy Classification and Clustering
Proteome Science, II (Suppl 1): S10 2013
Ling Jian, Xinnan Niu, Zhonghang Xia, Parimal Samir, Chiranthani Sumanasekera, Zheng Mu,
Jennifer L. Jennings, Kristen L. Hoek, Tara Allos, Leigh M. Howard, Kathryn M. Edwards, P. Anthony Weil, Andrew J. Link:
A Novel Algorithm for Validating Peptide Identification from a Shotgun Proteomics Search Engine
Journal of Proteome Research, 12 (3), pp 1108–1119 2013
Ling Jian, Chuanhou Gao, Zhonghang Xia: Constructing Multiple Kernel Learning Framework for Blast Furnace Automation
IEEE Transactions on Automation Science and Engineering 9(4): 763-777 2012
Xijun Liang, Zhonghang Xia, Li-Wei Zhang, Fang-Xiang Wu: Inference of Gene Regulatory Subnetworks from Time Course Gene Expression Data
BMC Bioinformatics 13 (S-9): S3 (2012)
Ling Jian, Zhonghang Xia, Xijun Liang, Chuanhou Gao, Design of a multiple kernel learning algorithm for LS-SVM by convex programming
Neural Networks, 24(5): 476-483, 2011
Li, Q, Xia,
Z.H., and Tao, D.C., A Global-to-Local Scheme for Imbalanced Point Matching,
International Conference on Image Processing 2009.
Xia, Z.H., and Tadayon, N., Allocation of Partitioned Data by Using A Neural
Network Based Approach, Neurocomputing. 72(4-6), 2009, pp. 1000-1011.
L., Xia, Z. H., Xia Z. Q., A Two-Level Approach to Choose the Cost Parameter in
Support Vector Machines, Expert Systems with Applications, vol 34. no. 2, 2008,
Xing, G.M., Qi, H.D., and Li, Q., A Kernel Method for XML Document
Representation in Classification, Survey of Text Mining II, Springer, 2008,
Xia, Z. H., Hao, W., and Yen, I. L., "Proxy media assistant for streaming media
Journal of Parallel and Distributed Computing, vol 67, no. 7, 2007, pp. 863-875.
Xia, Z. H., Yen, I. L., Du, D. L. and Li, P.
"A hybrid scheme for admission control and
transmission schedules in streaming media," Journal of Parallel and
Distributed Computing, vol 66, no. 3, 2006, pp. 334-344.
Guangming Xing, Chaitanya R. Malla, Zhonghang Xia, Snigdha Dantala Venkata, "Computing Edit Distances
Between an XML Document and a Schema and its Application in Document Classification," to appear
in Proceedings of ACM Symposium on Applied Computing, April 23 - 27, 2006, Dijon, France.
Peng Li, I-Ling Yen, and Zhonghang Xia,
“Preference update for E-commerce applications:Model, language, and processing,?accepted by
Electronic Commerce Research Journal.
Xia, Z. H., Yen, I. L. and Li, P.,
“A distributed admission control model for QoS assurance in large-scale media delivery systems?
IEEE Transactions on Parallel and Distributed Systems,vol.16, no.12, pp1143-1153, 2005.