James J. Chen

发表

The Needed Replicates of Arrays in Microarray Experiments for Reliable Statistical Evaluation

Sue-Jane Wang, James J. Chen, 2005 .

Regression trees for analysis of count data with extra Poisson variation

James J. Chen, Yunhee Choi, Hongshik Ahn, 2005, Comput. Stat. Data Anal..

Sample Size for Identifying Differentially Expressed Genes in Microarray Experiments

Sue-Jane Wang, James J. Chen, James J. Chen, 2004, J. Comput. Biol..

Kernel estimation for adjusted p

James J. Chen, Chen-An Tsai, 2007, Comput. Stat. Data Anal..

Sample Size Requirements for Evaluation of Bridging Evidence

James J. Chen, Huey-Miin Hsueh, Jen-pei Liu, 2002 .

Class-imbalanced classifiers for high-dimensional data

James J. Chen, Wei-Jiun Lin, James J. Chen, 2013, Briefings Bioinform..

Probe rank approaches for gene selection in oligonucleotide arrays with a small number of replicates

James J. Chen, Dung-Tsa Chen, Seng-jaw Soong, 2005, Bioinform..

Classification by ensembles from random partitions of high-dimensional data

James J. Chen, Hongshik Ahn, Hojin Moon, 2007, Comput. Stat. Data Anal..

Significance analysis of groups of genes in expression profiling studies

Tao Chen, James J. Chen, Taewon Lee, 2007, Bioinform..

Sample size for gene expression microarray experiments

Sue-Jane Wang, James J. Chen, Chen-An Tsai, 2005, Bioinform..

Reproducibility of microarray data: a further analysis of microarray quality control (MAQC) data

James J. Chen, Chen-An Tsai, Huey-miin Hsueh, 2007, BMC Bioinformatics.

Identification of reproducible gene expression signatures in lung adenocarcinoma

James J. Chen, Tzu-Pin Lu, Eric Y. Chuang, 2013, BMC Bioinformatics.

Gene selection with multiple ordering criteria

Chun-Houh Chen, James J. Chen, Chen-An Tsai, 2007, BMC Bioinformatics.

Microarray Gene Expression

Chun-Houh Chen, James J. Chen, James J. Chen, 2018 .

Multivariate analysis of variance test for gene set analysis

James J. Chen, Chen-An Tsai, James J. Chen, 2009, Bioinform..

An FDA bioinformatics tool for microbial genomics research on molecular characterization of bacterial foodborne pathogens using microarrays

James J. Chen, Weida Tong, Hong Fang, 2010, BMC Bioinformatics.

Power and sample size estimation in microarray studies

James J. Chen, Huey-miin Hsueh, Wei-Jiun Lin, 2010, BMC Bioinformatics.

Topic modeling for cluster analysis of large biological and medical datasets

Weizhong Zhao, James J. Chen, Wen Zou, 2014, BMC Bioinformatics.

Best Setting of Model Parameters in Applying Topic Modeling on Textual Documents.

Weizhong Zhao, James J. Chen, Roger Perkins, 2017, BCB.

Data mining tools for Salmonella characterization: application to gel-based fingerprinting analysis

Weizhong Zhao, James J. Chen, Hong Fang, 2013, BMC Bioinformatics.

Development of biomarker classifiers from high-dimensional data

James J. Chen, Chen-An Tsai, Songjoon Baek, 2009, Briefings Bioinform..

A model-free ensemble method for class prediction with application to biomedical decision making

Bruce A. Pearce, James J. Chen, Hongshik Ahn, 2009, Artif. Intell. Medicine.

Statistics in Big Data

Weizhong Zhao, James J. Chen, Wen Zou, 2015 .

Microarray scanner calibration curves: characteristics and implications

Tao Han, James J. Chen, Weida Tong, 2005, BMC Bioinformatics.

A novel procedure on next generation sequencing data analysis using text mining algorithm

Yuping Wang, Weizhong Zhao, James J. Chen, 2016, BMC Bioinformatics.

Assessing batch effects of genotype calling algorithm BRLMM for the Affymetrix GeneChip Human Mapping 500 K array set using 270 HapMap samples

Tao Han, James J. Chen, Weida Tong, 2008, BMC Bioinformatics.

Cross-platform comparability of microarray technology: Intra-platform consistency and appropriate data analysis procedures are essential

Tao Han, James J. Chen, Weida Tong, 2005, BMC Bioinformatics.

Ensemble methods for classification of patients for personalized medicine with high-dimensional data

James J. Chen, Hongshik Ahn, Chien-Ju Lin, 2007, Artif. Intell. Medicine.

Analysis of variance components in gene expression data

James J. Chen, James C. Fuscoe, Chen-An Tsai, 2004, Bioinform..