Jianping Hua

Chen Zhao, Jianping Hua, Michael L. Bittner, Ivan Ivanov, Edward R. Dougherty: Identifying mechanistic similarities in drug responses. Bioinformatics 28(14): 1902-1910 (2012)

Mohammadmahdi R. Yousefi, Jianping Hua, Edward R. Dougherty: Multiple-rule bias in the comparison of classification rules. Bioinformatics 27(12): 1675-1683 (2011)

Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty: Reporting bias when using real data sets to analyze classification performance. Bioinformatics 26(1): 68-76 (2010)

Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty: Small-sample precision of ROC-related estimates. Bioinformatics 26(6): 822-830 (2010)

Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty: Effects of partial reporting of classification results. GENSiPS 2010: 1-4

Jianping Hua, Waibhav Tembe, Edward R. Dougherty: Performance of feature-selection methods in the classification of high-dimension data. Pattern Recognition 42(3): 409-424 (2009)

Qian Xu, Jianping Hua, Zixiang Xiong, Michael L. Bittner, Edward R. Dougherty: The effect of microarray image compression on expression-based classification. Signal, Image and Video Processing 3(1): 53-61 (2009)

Jianping Hua, David W. Craig, Marcel Brun, Jennifer Webster, Victoria Zismann, Waibhav Tembe, Keta Joshipura, Matthew J. Huentelman, Edward R. Dougherty, Dietrich A. Stephan: SNiPer-HD: improved genotype calling accuracy by an expectation-maximization algorithm for high-density SNP arrays. Bioinformatics 23(1): 57-63 (2007)

Blaise Hanczar, Jianping Hua, Edward R. Dougherty: Decorrelation of the True and Estimated Classifier Errors in High-Dimensional Settings. EURASIP J. Bioinformatics and Systems Biology 2007 (2007)

Yufei Xiao, Jianping Hua, Edward R. Dougherty: Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation. EURASIP J. Bioinformatics and Systems Biology 2007 (2007)

Marcel Brun, Chao Sima, Jianping Hua, James Lowey, Brent Carroll, Edward Suh, Edward R. Dougherty: Model-based evaluation of clustering validation measures. Pattern Recognition 40(3): 807-824 (2007)

Ashish Choudhary, Marcel Brun, Jianping Hua, James Lowey, Edward Suh, Edward R. Dougherty: Genetic test bed for feature selection. Bioinformatics 22(7): 837-842 (2006)

Jianping Hua, James Lowey, Zixiang Xiong, Edward R. Dougherty: Noise-injected neural networks show promise for use on small-sample expression data. BMC Bioinformatics 7: 274 (2006)

Jianping Hua, Yoganand Balagurunathan, Yidong Chen, James Lowey, Michael L. Bittner, Zixiang Xiong, Edward Suh, Edward R. Dougherty: Normalization Benefits Microarray-Based Classification. EURASIP J. Bioinformatics and Systems Biology 2006 (2006)

Shengjie Zhao, Zixiang Xiong, Xiaodong Wang, Jianping Hua: Progressive Video Delivery over Wideband Wireless Channels Using Space-Time Differentially Coded OFDM Systems. IEEE Trans. Mob. Comput. 5(4): 303-316 (2006)

Jianping Hua, Zixiang Xiong, James Lowey, Edward Suh, Edward R. Dougherty: Optimal number of features as a function of sample size for various classification rules. Bioinformatics 21(8): 1509-1515 (2005)

Jianping Hua, Zixiang Xiong, Edward R. Dougherty: Determination of the optimal number of features for quadratic discriminant analysis via the normal approximation to the discriminant distribution. Pattern Recognition 38(3): 403-421 (2005)

Edward R. Dougherty, Jianping Hua, Zixiang Xiong, Yidong Chen: Optimal robust classifiers. Pattern Recognition 38(10): 1520-1532 (2005)

Jianping Hua, Zixiang Xiong, Qiang Wu, Kenneth R. Castleman: Wavelet-based compression of M-FISH images. IEEE Trans. Biomed. Engineering 52(5): 890-900 (2005)

Jianping Hua, Zhongmin Liu, Zixiang Xiong, Qiang Wu, Kenneth R. Castleman: Microarray BASICA: Background Adjustment, Segmentation, Image Compression and Analysis of Microarray Images. EURASIP J. Adv. Sig. Proc. 2004(1): 92-107 (2004)

Zixiang Xiong, Xiaolin Wu, Samuel Cheng, Jianping Hua: Lossy-to-Lossless Compression of Medical Volumetric Data Using Three-dimensional Integer Wavelet Transforms. IEEE Trans. Med. Imaging 22(3): 459-470 (2003)

Jianping Hua, Zhongmin Liu, Zixiang Xiong, Qiang Wu, Kenneth R. Castleman: Microarray BASICA: background adjustment, segmentation, image compression and analysis of microarray images. ICIP (1) 2003: 585-588

Jianping Hua, Zixiang Xiong: Optimal rate allocation in progressive joint source-channel coding for image transmission over CDMA networks. ICME 2003: 661-664

Zhongmin Liu, Jianping Hua, Zixiang Xiong, Qiang Wu, Kenneth R. Castleman: Lossy-to-lossless ROI coding of chromosome images using modified SPIHT and EBCOT. ISBI 2002: 317-320