W. Fraser Symmans

Publication Activity (10 Years)

Years Active: 2011-2012
Publications (10 Years): 0

Top Topics

Classification Models

Attribute Selection

Feature Selection

Imbalanced Data

Top Venues

Comput. Stat. Data Anal.

Publications

Weijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai
Uncertainty estimation with a finite dataset in the assessment of classification models. Comput. Stat. Data Anal. 56 (5) (2012)
Kenneth R. Hess, Caimiao Wei, Yuan Qi, Takayuki Iwamoto, W. Fraser Symmans, Lajos Pusztai
Lack of sufficiently strong informative features limits the potential of gene expression analysis as predictive tool for many clinical classification problems. BMC Bioinform. 12 (2011)
Qiyuan Li, Aron C. Eklund, Nicolai J. Birkbak, Christine Desmedt, Benjamin Haibe-Kains, Christos P. Sotiriou, W. Fraser Symmans, Lajos Pusztai, Søren Brunak, Andrea L. Richardson, Zoltan Szallasi
Consistent metagenes from cancer expression profiles yield agent specific predictors of chemotherapy response. BMC Bioinform. 12 (2011)