Zhonghang Xia

Professor
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
Email: zhonghang.xia@wku.edu

Research Interests:

Bioinformatics
Data Mining
Machine Learning
Multimedia Computing and Networking
Combinatorial Optimization/ Integer Programming

Courses

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 Data Mining
CS 595 Special topics
CS 599 Thesis Research/Writing

Selected Publications:

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, accepted by The International Conference on Image Processing 2009.
Tu, M., 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.
Dong, Y. 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, pp. 1366-1370.
Xia, Z.H., 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, pp129-156.
Xia, Z. H., Hao, W., and Yen, I. L., "Proxy media assistant for streaming media delivery," 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.