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Jianping Hua, Ph.D. - Publications

Affiliations: 
2004 Texas A & M University, College Station, TX, United States 
Area:
Electronics and Electrical Engineering, Biomedical Engineering, Molecular Biology, Computer Science
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29 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Kapoor R, Datta A, Sima C, Hua J, Lopes R, Bittner ML. A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 30222582 DOI: 10.1109/Tcbb.2018.2869813  0.329
2018 Sima C, Hua J, Bittner ML, Kim S, Dougherty ER. Phenotype Classification Using Moment Features of Single-Cell Data. Cancer Informatics. 17: 1176935118771701. PMID 29881253 DOI: 10.1177/1176935118771701  0.37
2017 Kim E, Ivanov I, Hua J, Lampe JW, Hullar MA, Chapkin RS, Dougherty ER. The Model-Based Study of the Effectiveness of Reporting Lists of Small Feature Sets Using RNA-Seq Data. Cancer Informatics. 16: 1176935117710530. PMID 28659712 DOI: 10.1177/1176935117710530  0.373
2016 Karbalayghareh A, Braga-Neto U, Hua J, Dougherty ER. Classification of State Trajectories in Gene Regulatory Networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 27740496 DOI: 10.1109/Tcbb.2016.2616470  0.311
2014 Hua J, Bittner ML, Dougherty ER. Evaluating gene set enrichment analysis via a hybrid data model. Cancer Informatics. 13: 1-16. PMID 24558298 DOI: 10.4137/Cin.S13305  0.327
2013 Zollanvari A, Hua J, Dougherty ER. Analytical Study of Performance of Linear Discriminant Analysis in Stochastic Settings. Pattern Recognition. 46: 3017-3029. PMID 24039299 DOI: 10.1016/J.Patcog.2013.04.002  0.381
2012 Hua J, Sima C, Cypert M, Gooden GC, Shack S, Alla L, Smith EA, Trent JM, Dougherty ER, Bittner ML. Tracking transcriptional activities with high-content epifluorescent imaging. Journal of Biomedical Optics. 17: 046008. PMID 22559686 DOI: 10.1117/1.Jbo.17.4.046008  0.327
2011 Yousefi MR, Hua J, Dougherty ER. Multiple-rule bias in the comparison of classification rules. Bioinformatics (Oxford, England). 27: 1675-83. PMID 21546390 DOI: 10.1093/Bioinformatics/Btr262  0.387
2010 Hanczar B, Hua J, Sima C, Weinstein J, Bittner M, Dougherty ER. Small-sample precision of ROC-related estimates. Bioinformatics (Oxford, England). 26: 822-30. PMID 20130029 DOI: 10.1093/Bioinformatics/Btq037  0.344
2010 Yousefi MR, Hua J, Sima C, Dougherty ER. Reporting bias when using real data sets to analyze classification performance. Bioinformatics (Oxford, England). 26: 68-76. PMID 19846436 DOI: 10.1093/Bioinformatics/Btp605  0.381
2009 Sima C, Hua J, Jung S. Inference of gene regulatory networks using time-series data: a survey. Current Genomics. 10: 416-29. PMID 20190956 DOI: 10.2174/138920209789177610  0.305
2009 Dougherty ER, Hua J, Sima C. Performance of feature selection methods. Current Genomics. 10: 365-74. PMID 20190952 DOI: 10.2174/138920209789177629  0.362
2009 Hua J, Tembe WD, Dougherty ER. Performance of feature-selection methods in the classification of high-dimension data Pattern Recognition. 42: 409-424. DOI: 10.1016/J.Patcog.2008.08.001  0.376
2009 Xu Q, Hua J, Xiong Z, Bittner ML, Dougherty ER. The effect of microarray image compression on expression-based classification Signal, Image and Video Processing. 3: 53-61. DOI: 10.1007/S11760-008-0059-2  0.527
2008 Choudhary A, Hua J, Bittner ML, Dougherty ER. The effect of population contexts on classifier performance Journal of Biological Systems. 16: 495-517. DOI: 10.1142/S0218339008002587  0.344
2007 Hanczar B, Hua J, Dougherty ER. Decorrelation of the true and estimated classifier errors in high-dimensional settings. Eurasip Journal On Bioinformatics & Systems Biology. 38473. PMID 18288255 DOI: 10.1155/2007/38473  0.367
2007 Xiao Y, Hua J, Dougherty ER. Quantification of the impact of feature selection on the variance of cross-validation error estimation. Eurasip Journal On Bioinformatics & Systems Biology. 16354. PMID 17713587 DOI: 10.1155/2007/16354  0.384
2006 Hua J, Balagurunathan Y, Chen Y, Lowey J, Bittner ML, Xiong Z, Suh E, Dougherty ER. Normalization benefits microarray-based classification. Eurasip Journal On Bioinformatics & Systems Biology. 43056. PMID 18427588 DOI: 10.1155/Bsb/2006/43056  0.526
2006 Xu Q, Hua J, Braga-Neto U, Xiong Z, Suh E, Dougherty ER. Confidence intervals for the true classification error conditioned on the estimated error. Technology in Cancer Research & Treatment. 5: 579-89. PMID 17121434 DOI: 10.1177/153303460600500605  0.481
2006 Hua J, Lowey J, Xiong Z, Dougherty ER. Noise-injected neural networks show promise for use on small-sample expression data. Bmc Bioinformatics. 7: 274. PMID 16737545 DOI: 10.1186/1471-2105-7-274  0.499
2006 Choudhary A, Brun M, Hua J, Lowey J, Suh E, Dougherty ER. Genetic test bed for feature selection. Bioinformatics (Oxford, England). 22: 837-42. PMID 16428263 DOI: 10.1093/Bioinformatics/Btl008  0.39
2006 Zhao S, Xiong Z, Wang X, Hua J. Progressive video delivery over wideband wireless channels using space-time differentially coded OFDM systems Ieee Transactions On Mobile Computing. 5: 303-316. DOI: 10.1109/Tmc.2006.1599401  0.59
2005 Hua J, Xiong Z, Wu Q, Castleman KR. Wavelet-based compression of M-FISH images. Ieee Transactions On Bio-Medical Engineering. 52: 890-900. PMID 15887538 DOI: 10.1109/Tbme.2005.844269  0.499
2005 Hua J, Xiong Z, Lowey J, Suh E, Dougherty ER. Optimal number of features as a function of sample size for various classification rules. Bioinformatics (Oxford, England). 21: 1509-15. PMID 15572470 DOI: 10.1093/Bioinformatics/Bti171  0.541
2005 Dougherty ER, Hua J, Xiong Z, Chen Y. Optimal robust classifiers Pattern Recognition. 38: 1520-1532. DOI: 10.1016/J.Patcog.2005.01.019  0.461
2005 Hua J, Xiong Z, Dougherty ER. Determination of the optimal number of features for quadratic discriminant analysis via the normal approximation to the discriminant distribution Pattern Recognition. 38: 403-421. DOI: 10.1016/J.Patcog.2004.08.007  0.538
2004 Hua J, Liu Z, Xiong Z, Wu Q, Castleman KR. Microarray BASICA: Background Adjustment, Segmentation, Image Compression and Analysis of Microarray Images Eurasip Journal On Advances in Signal Processing. 2004. DOI: 10.1155/S1110865704309200  0.577
2003 Xiong Z, Wu X, Cheng S, Hua J. Lossy-to-lossless compression of medical volumetric data using three-dimensional integer wavelet transforms. Ieee Transactions On Medical Imaging. 22: 459-70. PMID 12760561 DOI: 10.1109/Tmi.2003.809585  0.583
2003 Hua J, Xiong Z. Optimal rate allocation in progressive joint source-channel coding for image transmission over CDMA networks Proceedings - Ieee International Conference On Multimedia and Expo. 1: I661-I664. DOI: 10.1109/ICME.2003.1221004  0.453
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