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Stacey J. Winham
ORCID
Publication Activity (10 Years)
Years Active: 2010-2013
Publications (10 Years): 0
Top Topics
Evolving Data Streams
Ensemble Methods
High Dimensional Data
Random Forests
Top Venues
Stat. Anal. Data Min.
BMC Bioinform.
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Publications
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Stacey J. Winham
,
Robert R. Freimuth
,
Joanna M. Biernacka
A weighted random forests approach to improve predictive performance.
Stat. Anal. Data Min.
6 (6) (2013)
Stacey J. Winham
,
Colin L. Colby
,
Robert R. Freimuth
,
Xin Wang
,
Mariza de Andrade
,
Marianne Huebner
,
Joanna M. Biernacka
SNP interaction detection with Random Forests in high-dimensional genetic data.
BMC Bioinform.
13 (2012)
Stacey J. Winham
,
Alison A. Motsinger-Reif
An R package implementation of multifactor dimensionality reduction.
BioData Min.
4 (2011)
Stacey J. Winham
,
Andrew J. Slater
,
Alison A. Motsinger-Reif
A comparison of internal validation techniques for multifactor dimensionality reduction.
BMC Bioinform.
11 (2010)
Alison A. Motsinger-Reif
,
Sushamna Deodhar
,
Stacey J. Winham
,
Nicholas E. Hardison
Grammatical evolution decision trees for detecting gene-gene interactions.
BioData Min.
3 (2010)