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Journal Articles
- 2023
[j11]Steven A. Eschrich, Xiaoqing Yu, Jamie K. Teer
:
Fast all versus all genotype comparison using DNA/RNA sequencing data: method and workflow. BMC Bioinform. 24(1): 164 (2023)- [j10]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, Dung-tsa Chen, Timothy I. Shaw:
PATH-SURVEYOR: pathway level survival enquiry for immuno-oncology and drug repurposing. BMC Bioinform. 24(1): 266 (2023) - 2020
- [j9]Qian Li, Kate Fisher, Wenjun Meng, Bin Fang, Eric A. Welsh, Eric B. Haura, John M. Koomen, Steven A. Eschrich, Brooke L. Fridley, Yian Ann Chen:
GMSimpute: a generalized two-step Lasso approach to impute missing values in label-free mass spectrum analysis. Bioinform. 36(1): 257-263 (2020) - [j8]Erin E. Fowler, Anders Berglund, Michael J. Schell, Thomas A. Sellers, Steven Eschrich, John J. Heine:
Empirically-derived synthetic populations to mitigate small sample sizes. J. Biomed. Informatics 105: 103408 (2020) - 2014
- [j7]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, Steven Eschrich, Robert A. Gatenby, Robert J. Gillies:
Test-Retest Reproducibility Analysis of Lung CT Image Features. J. Digit. Imaging 27(6): 805-823 (2014) - 2013
- [j6]Eric A. Welsh, Steven Eschrich, Anders Berglund, David A. Fenstermacher:
Iterative rank-order normalization of gene expression microarray data. BMC Bioinform. 14: 153 (2013) - 2012
- [j5]Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, John N. Korecki, Steven Eschrich:
Iterative Feature perturbation as a gene Selector for microarray Data. Int. J. Pattern Recognit. Artif. Intell. 26(5) (2012) - 2008
- [j4]Dihui Lu, Richard Z. Liu, Victoria Izumi, David A. Fenstermacher, Eric B. Haura, John M. Koomen, Steven Eschrich:
IPEP: an in silico tool to examine proteolytic peptides for mass spectrometry. Bioinform. 24(23): 2801-2802 (2008) - 2007
- [j3]Steven Eschrich, Andrew M. Hoerter:
Libaffy: software for processing Affymetrix(R) GeneChip(R) data. Bioinform. 23(12): 1562-1564 (2007) - 2003
- [j2]Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Steven Eschrich, Richard Collins:
Is Error-Based Pruning Redeemable? Int. J. Artif. Intell. Tools 12(3): 249-264 (2003) - [j1]Steven Eschrich, Jingwei Ke, Lawrence O. Hall, Dmitry B. Goldgof:
Fast accurate fuzzy clustering through data reduction. IEEE Trans. Fuzzy Syst. 11(2): 262-270 (2003)
Conference and Workshop Papers
- 2019
- [c14]Rodrigo Carvajal, Guillermo González-Calderon, Miguel Betin-Montes, Rhoda Gai-Cherry, Jordan H. Creed, Joseph Markowitz, Travis A. Gerke, Steven A. Eschrich, Anders Berglund:
Patient Timelines for Research-Oriented Exploration of Longitudinal Cancer Patient Data: PT Explorer. AMIA 2019 - 2011
- [c13]John N. Korecki, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich:
Procedure for stability analysis of gene selection from cross-site gene expression data. SMC 2011: 909-913 - [c12]Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Steven Eschrich, Timothy Yeatman:
Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets. Complex Adaptive Systems 2011: 153-158 - [c11]Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman:
Partial Least Squares (PLS) Applied to Medical Bioinformatics. Complex Adaptive Systems 2011: 273-278 - 2010
- [c10]Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich:
Filtering for improved gene selection on microarray data. SMC 2010: 3250-3257 - 2008
- [c9]Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich:
Feature selection for microarray data by AUC analysis. SMC 2008: 768-773 - 2007
- [c8]Vidya P. Kamath, Lawrence O. Hall, Timothy Yeatman, Steven Eschrich:
Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data. BIBE 2007: 1041-1045 - [c7]Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich:
Noise-Based Feature Perturbation as a Selection Method for Microarray Data. ISBRA 2007: 237-247 - 2004
- [c6]Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich:
A Comparison of Ensemble Creation Techniques. Multiple Classifier Systems 2004: 223-232 - 2003
- [c5]Steven Eschrich, Lawrence O. Hall:
Learning from soft partitions of data: reducing the variance. FUZZ-IEEE 2003: 666-671 - [c4]Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich:
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging. ICDM 2003: 533-536 - [c3]Lavanya Nallamshetty, Steven Eschrich, David Cuthbertson, Jamie Malloy, Dmitry B. Goldgof, Angela M. Alexander, Massimo Trucco, Jorma Ilonen, Hans K. Akerblom, Jeffrey P. Krischer:
An expert system for evaluating risk in type-1 diabetes. SMC 2003: 1660-1665 - 2002
- [c2]Steven Eschrich, Nitesh V. Chawla, Lawrence O. Hall:
Generalization Methods in Bioinformatics. BIOKDD 2002: 25-32 - 2001
- [c1]Nitesh V. Chawla, Steven Eschrich, Lawrence O. Hall:
Creating Ensembles of Classifiers. ICDM 2001: 580-581
Parts in Books or Collections
- 2005
- [p1]Steven A. Eschrich, Craig A. Beam:
Microarray Normalization using proportional abundance. Advances in Bioinformatics and Its Applications 2005
Coauthor Index
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