Creating Ensembles of Classifiers. - Nitesh V. Chawla; Steven Eschrich; Lawrence O. Hall (ICDM, 2001)

Generalization Methods in Bioinformatics. - Steven Eschrich; Nitesh V. Chawla; Lawrence O. Hall (BIOKDD, 2002)

Learning from soft partitions of data: reducing the variance. - Steven Eschrich; Lawrence O. Hall (FUZZ-IEEE, 2003)

Comparing Pure Parallel Ensemble Creation Techniques Against Bagging. - Lawrence O. Hall; Kevin W. Bowyer; Robert E. Banfield; Divya Bhadoria; W. Philip Kegelmeyer; Steven Eschrich (ICDM, 2003)

An expert system for evaluating risk in type-1 diabetes. - Lavanya Nallamshetty; Steven Eschrich; David Cuthbertson; Jamie Malloy; Dmitry B. Goldgof; Angela M. Alexander; Massimo Trucco; Jorma Ilonen; Hans K. Akerblom; Jeffrey P. Krischer (SMC, 2003)

Is Error-Based Pruning Redeemable? - Lawrence O. Hall; Kevin W. Bowyer; Robert E. Banfield; Steven Eschrich; Richard Collins (Int. J. Artif. Intell. Tools, 2003)

Fast accurate fuzzy clustering through data reduction. - Steven Eschrich; Jingwei Ke; Lawrence O. Hall; Dmitry B. Goldgof (IEEE Trans. Fuzzy Syst., 2003)

A Comparison of Ensemble Creation Techniques. - Robert E. Banfield; Lawrence O. Hall; Kevin W. Bowyer; Divya Bhadoria; W. Philip Kegelmeyer; Steven Eschrich (Multiple Classifier Systems, 2004)

Microarray Normalization using proportional abundance. - Steven A. Eschrich; Craig A. Beam (Advances in Bioinformatics and Its Applications, 2005)

Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data. - Vidya P. Kamath; Lawrence O. Hall; Timothy Yeatman; Steven Eschrich (BIBE, 2007)

Noise-Based Feature Perturbation as a Selection Method for Microarray Data. - Li Chen; Dmitry B. Goldgof; Lawrence O. Hall; Steven Eschrich (ISBRA, 2007)

Libaffy: software for processing Affymetrix(R) GeneChip(R) data. - Steven Eschrich; Andrew M. Hoerter (Bioinform., 2007)

Feature selection for microarray data by AUC analysis. - Juana Canul-Reich; Lawrence O. Hall; Dmitry B. Goldgof; Steven Eschrich (SMC, 2008)

IPEP: an in silico tool to examine proteolytic peptides for mass spectrometry. - Dihui Lu; Richard Z. Liu; Victoria Izumi; David A. Fenstermacher; Eric B. Haura; John M. Koomen; Steven Eschrich (Bioinform., 2008)

Filtering for improved gene selection on microarray data. - Juana Canul-Reich; Lawrence O. Hall; Dmitry B. Goldgof; Steven Eschrich (SMC, 2010)

Procedure for stability analysis of gene selection from cross-site gene expression data. - John N. Korecki; Lawrence O. Hall; Dmitry B. Goldgof; Steven Eschrich (SMC, 2011)

Partial Least Squares (PLS) Applied to Medical Bioinformatics. - Walker H. Land Jr.; William S. Ford; Jin-Woo Park; Ravi Mathur; Nathan Hotchkiss; John J. Heine; Steven Eschrich; Xingye Qiao; Timothy Yeatman (Complex Adaptive Systems, 2011)

Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets. - Ravi Mathur; J. David Schaffer; Walker H. Land Jr.; John J. Heine; Steven Eschrich; Timothy Yeatman (Complex Adaptive Systems, 2011)

Iterative Feature perturbation as a gene Selector for microarray Data. - Juana Canul-Reich; Lawrence O. Hall; Dmitry B. Goldgof; John N. Korecki; Steven Eschrich (Int. J. Pattern Recognit. Artif. Intell., 2012)

Iterative rank-order normalization of gene expression microarray data. - Eric A. Welsh; Steven Eschrich; Anders Berglund; David A. Fenstermacher (BMC Bioinform., 2013)

Test-Retest Reproducibility Analysis of Lung CT Image Features. - Yoganand Balagurunathan; Virendra Kumar; Yuhua Gu; Jongphil Kim; Hua Wang; Ying Liu; Dmitry B. Goldgof; Lawrence O. Hall; René Korn; Binsheng Zhao; Lawrence H. Schwartz; Satrajit Basu; et al. (J. Digit. Imaging, 2014)

Patient Timelines for Research-Oriented Exploration of Longitudinal Cancer Patient Data: PT Explorer. - Rodrigo Carvajal; Guillermo González Calderón; Miguel Betin-Montes; Rhoda Gai-Cherry; Jordan H. Creed; Joseph Markowitz; Travis A. Gerke; Steven A. Eschrich; Anders Berglund (AMIA, 2019)

GMSimpute: a generalized two-step Lasso approach to impute missing values in label-free mass spectrum analysis. - Qian Li 023; Kate Fisher; Wenjun Meng; Bin Fang; Eric A. Welsh; Eric B. Haura; John M. Koomen; Steven A. Eschrich; Brooke L. Fridley; Yian Ann Chen (Bioinform., 2020)

Empirically-derived synthetic populations to mitigate small sample sizes. - Erin E. Fowler; Anders Berglund; Michael J. Schell; Thomas A. Sellers; Steven Eschrich; John J. Heine (J. Biomed. Informatics, 2020)

Fast all versus all genotype comparison using DNA/RNA sequencing data: method and workflow. - Steven A. Eschrich; Xiaoqing Yu; Jamie K. Teer (BMC Bioinform., 2023)

PATH-SURVEYOR: pathway level survival enquiry for immuno-oncology and drug repurposing. - Alyssa N. Obermayer; Darwin Chang; Gabrielle Nobles; Mingxiang Teng; Aik Choon Tan; Xuefeng Wang; Y. Ann Chen; Steven Eschrich; Paulo C. Rodriguez; G. Daniel Grass; Soheil Meshinchi; Ahmad Tarhini; et al. (BMC Bioinform., 2023)