Steven Eschrich

23 papers A* 2B 5C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
FastPCA: An R package for fast singular value decomposition.
J. Open Source Softw.
Kimberly R. Ward, Mitchell Hayes, Lauren C. Peres, Brooke L. Fridley, Steven Eschrich, Alex C. Soupir
2023 J jnl
PATH-SURVEYOR: pathway level survival enquiry for immuno-oncology and drug repurposing.
BMC Bioinform.
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
2020 J jnl
Empirically-derived synthetic populations to mitigate small sample sizes.
J. Biomed. Informatics
Erin E. Fowler, Anders Berglund, Michael J. Schell, Thomas A. Sellers, Steven Eschrich, John J. Heine
2014 J jnl
Test-Retest Reproducibility Analysis of Lung CT Image Features.
J. Digit. Imaging
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
2013 J jnl
Iterative rank-order normalization of gene expression microarray data.
BMC Bioinform.
Eric A. Welsh, Steven Eschrich, Anders Berglund, David A. Fenstermacher
2012 J jnl
Iterative Feature perturbation as a gene Selector for microarray Data.
Int. J. Pattern Recognit. Artif. Intell.
Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, John N. Korecki, Steven Eschrich
2011 — conf
Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets.
Complex Adaptive Systems
Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Steven Eschrich, Timothy Yeatman
2011 — conf
Partial Least Squares (PLS) Applied to Medical Bioinformatics.
Complex Adaptive Systems
Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman
2011 B conf
Procedure for stability analysis of gene selection from cross-site gene expression data.
SMC
John N. Korecki, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2010 B conf
Filtering for improved gene selection on microarray data.
SMC
Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2008 B conf
Feature selection for microarray data by AUC analysis.
SMC
Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2008 J jnl
IPEP: an
Bioinform.
Dihui Lu, Richard Z. Liu, Victoria Izumi, David A. Fenstermacher, Eric B. Haura, John M. Koomen, Steven Eschrich
2007 J jnl
Libaffy: software for processing Affymetrix(R) GeneChip(R) data.
Bioinform.
Steven Eschrich, Andrew M. Hoerter
2007 C conf
Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data.
BIBE
Vidya P. Kamath, Lawrence O. Hall, Timothy Yeatman, Steven Eschrich
2007 — conf
Noise-Based Feature Perturbation as a Selection Method for Microarray Data.
ISBRA
Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich
2004 — conf
A Comparison of Ensemble Creation Techniques.
Multiple Classifier Systems
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich
2003 B conf
An expert system for evaluating risk in type-1 diabetes.
SMC
Lavanya Nallamshetty, Steven Eschrich, David Cuthbertson, Jamie Malloy, Dmitry B. Goldgof, Angela M. Alexander, Massimo Trucco, Jorma Ilonen, Hans K. Akerblom, Jeffrey P. Krischer
2003 A* conf
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging.
ICDM
Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich
2003 J jnl
Fast accurate fuzzy clustering through data reduction.
IEEE Trans. Fuzzy Syst.
Steven Eschrich, Jingwei Ke, Lawrence O. Hall, Dmitry B. Goldgof
2003 J jnl
Is Error-Based Pruning Redeemable?
Int. J. Artif. Intell. Tools
Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfield, Steven Eschrich, Richard Collins
2003 B conf
Learning from soft partitions of data: reducing the variance.
FUZZ-IEEE
Steven Eschrich, Lawrence O. Hall
2002 — conf
Generalization Methods in Bioinformatics.
BIOKDD
Steven Eschrich, Nitesh V. Chawla, Lawrence O. Hall
2001 A* conf
Creating Ensembles of Classifiers.
ICDM
Nitesh V. Chawla, Steven Eschrich, Lawrence O. Hall