JSM 2011 Online Program
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Activity Details
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236 ! | Mon, 8/1/2011, 2:00 PM - 3:50 PM | CC-A105 | |
Ensemble Methods — Contributed Papers | |||
Section on Statistical Computing , Section on Statistical Graphics | |||
Chair(s): Suhrid Balakrishnan, AT&T Labs Research | |||
2:05 PM | Pruning Ensemble Models for Classification Problems on Large Data Sets — Damir Spisic, IBM Research ; Fan Li, IBM Research China ; Jing Xu, IBM Research China | ||
2:20 PM | A Quadratic Programming Algorithm for Reducing the Size and Improving the Performance of an Ensemble Model — Jie Xu, University of Alabama ; J. Brian Gray, University of Alabama | ||
2:35 PM | On the Insufficiency of the Large Margins Theory in Explaining Boosting and Ensemble Performance — Waldyn Martinez Cid, University of Alabama ; J. Brian Gray, University of Alabama | ||
2:50 PM | Determining Fitness Function Parameters for GA-Boost — Dong-Yop Oh, University of Alabama ; J. Brian Gray, University of Alabama | ||
3:05 PM | Strategies for Extracting Knowledge from Ensemble Classifiers Based on Generalized Additive Models — Koen W. De Bock, IESEG School of Management | ||
3:20 PM | Gibbs Ensembles for Nearly Compatible and Incompatible Conditional Models — Shyh-Huei Chen, Wake Forest University School of Medicine ; Edward H. Ip, Wake Forest University School of Medicine ; Yuchung J. Wang, Rutgers University | ||
3:35 PM | Floor Discussion |
2011 JSM Online Program Home
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