Dalton L.A. and Dougherty E.R., "Intrinsically Optimal Bayesian Robust Filtering", IEEE Transactions on Signal Processing 62(3): 657-670 (2014).   (Journal Publication)  [More Details]  [Online]

Mohammad Shahrokh Esfahani and Edward R. Dougherty, "Effect of separate sampling on classification accuracy", Bioinformatics (2014) 30 (2): 242-250.  (Journal Publication)  [More Details]  [Online]

Xiao, Y., Hua, J., and Dougherty, E. R., "Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation", EURASIP Journal on Bioinformatics and Systems Biology, Vol. 2007, Article ID 16354, 11 pages, February, 2007  (Journal Publication)  [More Details]  [Online]

Chao Sima, Jianping Hua and Sungwon Jung, "Inference of Gene Regulatory Networks Using Time-Series Data: A Survey", Current Genomics - CURR GENOMICS , vol. 10, no. 6, pp. 416-429, 2009  (Journal Publication)  [More Details]  [Online]

E.R. Dougherty, J. Hua, and M.L. Bittner, "Validation of computational methods in genomics", Current Genomics vol. 8, 1-19. 2007  (Journal Publication)  [More Details]  [Online]

Q. Xu, J. Hua, Z. Xiong, M.L. Bittner, and E. R. Dougherty, "The Effect of Microarray Image Compression on Expression-Based Classification", Signal, Image and Video Processing February 2009, Volume 3, Issue 1, pp 53-61  (Journal Publication)  [More Details]  [Online]

A. Choudhary, J. Hua, M. Bittner and E. R. Dougherty, "The Effects of Population Contexts on Classifier Performance", Journal of Biological Systems vol. 16, 495-517. 2008  (Journal Publication)  [More Details]  [Online]

E.R. Dougherty, J. Hua, and C. Sima, "Performance of Feature Selection Methods", Current Genomics Vol. 10(6), 365-374 2009  (Journal Publication)  [More Details]  [Online]

J. Hua, W. Tembe and E. R. Dougherty, "Performance of feature-selection methods in the classification of high-dimension data", Pattern Recognition vol. 42, 409-424 2009  (Journal Publication)  [More Details]  [Online]

M.R. Yousefi, J. Hua, C. Sima, E.R. Dougherty, "Reporting bias when using real data sets to analyze classification performance", Bioinformatics vol. 26(1), 68-76 2010  (Journal Publication)  [More Details]  [Online]