Jianping Hua

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 9

Top Topics

Fisher Criterion

Gene Regulatory

Small Sample Size

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Pattern Recognit.

Publications

Radhika Saraf, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner, Tasha Miller, Heather M. Wilson-Robles
In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
In Silico Design and Experimental Validation of Combination Therapy for Pancreatic Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Rajan Kapoor, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner
Bayesian Inference Identifies Combination Therapeutic Targets in Breast Cancer. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Ashish Katiyar, Anwoy Kumar Mohanty, Jianping Hua, Chao Sima, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian approach to determine the composition of heterogeneous cancer tissue. BMC Bioinform. (3) (2018)
Alireza Karbalayghareh, Ulisses M. Braga-Neto, Jianping Hua, Edward Russell Dougherty
Classification of State Trajectories in Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (1) (2018)
Ashish Katiyar, Anwoy Kumar Mohanty, Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
A Bayesian Approach to Determine the Composition of Heterogeneous Cancer Tissue. BCB (2017)
Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner
Detecting Cell Growth and Drug Response in Heterogeneous Populations: A Dynamic Imaging Approach. BIBE (2016)
Eunji Kim, Ivan Ivanov, Jianping Hua, Robert S. Chapkin, Edward R. Dougherty
Model-based study of the Effectiveness of Reporting Lists of Small Feature Sets using RNA-Seq Data. BCB (2016)
Daniel N. Mohsenizadeh, Jianping Hua, Michael L. Bittner, Edward R. Dougherty
Dynamical modeling of uncertain interaction-based genomic networks. BMC Bioinform. 16 (S13) (2015)
Amin Zollanvari, Jianping Hua, Edward R. Dougherty
Performance of linear discriminant analysis in stochastic settings. ICASSP (2013)
Amin Zollanvari, Jianping Hua, Edward R. Dougherty
Analytical study of performance of linear discriminant analysis in stochastic settings. Pattern Recognit. 46 (11) (2013)
Chen Zhao, Jianping Hua, Michael L. Bittner, Ivan Ivanov, Edward R. Dougherty
Identifying mechanistic similarities in drug responses. Bioinform. 28 (14) (2012)
Mohammadmahdi R. Yousefi, Jianping Hua, Edward R. Dougherty
Multiple-rule bias in the comparison of classification rules. Bioinform. 27 (12) (2011)
Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty
Reporting bias when using real data sets to analyze classification performance. Bioinform. 26 (1) (2010)
Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty
Small-sample precision of ROC-related estimates. Bioinform. 26 (6) (2010)
Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty
Effects of partial reporting of classification results. GENSiPS (2010)
Qian Xu, Jianping Hua, Zixiang Xiong, Michael L. Bittner, Edward R. Dougherty
The effect of microarray image compression on expression-based classification. Signal Image Video Process. 3 (1) (2009)
Jianping Hua, Waibhav Tembe, Edward R. Dougherty
Performance of feature-selection methods in the classification of high-dimension data. Pattern Recognit. 42 (3) (2009)
Blaise Hanczar, Jianping Hua, Edward R. Dougherty
Decorrelation of the True and Estimated Classifier Errors in High-Dimensional Settings. EURASIP J. Bioinform. Syst. Biol. 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 Recognit. 40 (3) (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. Bioinform. Syst. Biol. 2007 (2007)
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. Bioinform. 23 (1) (2007)
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. Bioinform. Syst. Biol. 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) (2006)
Jianping Hua, James Lowey, Zixiang Xiong, Edward R. Dougherty
Noise-injected neural networks show promise for use on small-sample expression data. BMC Bioinform. 7 (2006)
Ashish Choudhary, Marcel Brun, Jianping Hua, James Lowey, Edward Suh, Edward R. Dougherty
Genetic test bed for feature selection. Bioinform. 22 (7) (2006)
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 Recognit. 38 (3) (2005)
Jianping Hua, Zixiang Xiong, Qiang Wu, Kenneth R. Castleman
Wavelet-based compression of M-FISH images. IEEE Trans. Biomed. Eng. 52 (5) (2005)
Edward R. Dougherty, Jianping Hua, Zixiang Xiong, Yidong Chen
Optimal robust classifiers. Pattern Recognit. 38 (10) (2005)
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. Bioinform. 21 (8) (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. Signal Process. 2004 (1) (2004)
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)
Zixiang Xiong, Xiaolin Wu, Samuel Cheng, Jianping Hua
Lossy-to-Lossless Compression of Medical Volumetric Data Using Three-dimensional Integer Wavelet Transforms. IEEE Trans. Medical Imaging 22 (3) (2003)
Jianping Hua, Zixiang Xiong
Optimal rate allocation in progressive joint source-channel coding for image transmission over CDMA networks. ICME (2003)
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)
Tianli Chu, Jianping Hua, Zixiang Xiong
Packetized wavelet video coding and error control for receiver-driven layered multicast: an integrated approach. MMSP (2001)
Jianping Hua, Zixiang Xiong, Xiaolin Wu
High-performance 3-D embedded wavelet video (EWV) coding. MMSP (2001)