Xia Jiang, PhD

Jiang, X., M. M. Barmada, and S. Visweswaran, “Identifying Genetic Interactions in Genome-Wide Data Using Bayesian Networks”, Vol. 34, No. 6 (September, 2010), p 575-81, Genetic Epidemiology.PMID: 20568290 [PubMed in process]

Jiang X, Cooper GF.  A real-time temporal Bayesian architecture for event surveillance and its application to patient-specific multiple disease outbreak detection.  Data Mining and Knowledge Discovery (2010). DOI: 10.1007/s10618-009-0151-4.  Publication not directly supported by NIH.

Jiang X, Cooper G. Joint SNP analysis using a breast cancer GWAS data set. In: Proceedings of Cancer Informatics Workshop. Cancer Informatics Workshop; 2010; Cambridge UK 2010

Jiang X, Wallstrom G, Cooper GF, Wagner MM.  Bayesian prediction of an epidemic curve.  Journal of Biomedical Informatics 42 (2009) 90-99.  PMID: 18593605.  Publication not directly supported by NIH.

Jiang X, Neill DB, Cooper GF.  Generalized AMOC curves for evaluation and improvement of event surveillance.  In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2009) 281-285. PMID: 20351865 PMC2815453.

Neill DB, Cooper GF, Das K, Jiang X, Schneider J. Bayesian Networks Scan Statistics for Multivariate Pattern Detection. In: Glaz J, Pozdnyakov V, Wallenstein S, editors. Scan Statistics - Methods and Applications. Birkhauser, 2009.

Chakrabarti, S., Jiang X., et al. Data Mining: Know It All, Morgan Kaufmann, Burlington, MA, 2009

Jiang X, Cooper GF. Modeling the Temporal Trend of the Daily Severity of an Outbreak using Bayesian Networks. In: Holmes DE, Jain LC, editors. Innovations in Bayesian Networks of Studies in Computational Intelligence. NY: Springer-Verlag, 2008.

Jiang X, Cooper GF. A temporal method for outbreak detection using a Bayesian networks. In: Proceedings of the International Symposium on Disease Surveillance. 2008.

Neapolitan RE, Jiang X. Probabilistic Methods for Financial and Marketing Informatics. San Mateo, CA: Morgan Kaufmann, 2007.