Steven Eschrich

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 2

Top Topics

Gene Expression Microarray Data

Precision Recall

Top Venues

J. Digit. Imaging

J. Biomed. Informatics

Publications

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) (2023)
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 (2020)
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) (2014)
Eric A. Welsh, Steven Eschrich, Anders Berglund, David A. Fenstermacher
Iterative rank-order normalization of gene expression microarray data. BMC Bioinform. 14 (2013)
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)
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)
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)
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)
Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
Filtering for improved gene selection on microarray data. SMC (2010)
Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
Feature selection for microarray data by AUC analysis. SMC (2008)
Dihui Lu, Richard Z. Liu, Victoria Izumi, David A. Fenstermacher, Eric B. Haura, John M. Koomen, Steven Eschrich
tool to examine proteolytic peptides for mass spectrometry. Bioinform. 24 (23) (2008)
Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich
Noise-Based Feature Perturbation as a Selection Method for Microarray Data. ISBRA (2007)
Vidya P. Kamath, Lawrence O. Hall, Timothy Yeatman, Steven Eschrich
Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data. BIBE (2007)
Steven Eschrich, Andrew M. Hoerter
Libaffy: software for processing Affymetrix(R) GeneChip(R) data. Bioinform. 23 (12) (2007)
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)
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)
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) (2003)
Steven Eschrich, Jingwei Ke, Lawrence O. Hall, Dmitry B. Goldgof
Fast accurate fuzzy clustering through data reduction. IEEE Trans. Fuzzy Syst. 11 (2) (2003)
Steven Eschrich, Lawrence O. Hall
Learning from soft partitions of data: reducing the variance. FUZZ-IEEE (2003)
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)
Steven Eschrich, Nitesh V. Chawla, Lawrence O. Hall
Generalization Methods in Bioinformatics. BIOKDD (2002)
Nitesh V. Chawla, Steven Eschrich, Lawrence O. Hall
Creating Ensembles of Classifiers. ICDM (2001)