JSM 2015 Preliminary Program

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Legend: Washington State Convention Center = CC, Sheraton Seattle = S, Grand Hyatt = GH and The Conference Center = TCC
* = applied session       ! = JSM meeting theme
Keyword Search Criteria: random forests returned 14 record(s)
Sunday, 08/09/2015
Mapping Epistasis and Plasticity for Quantitative Genetic Shape Variation Using Tree-Structured Models
Xiaotian Dai; Guifang Fu, Utah State University
2:05 PM

Monday, 08/10/2015
Random Forests for Nonhomogeneous Poisson Processes with Excess Zeros
Denis Larocque, HEC Montreal; Walid Mathlouthi, HEC montreal; Marc Fredette, HEC Montreal
2:00 PM

Random Forest Variable Selection Among Correlated Variables
Joy Toyama, UCLA; Christina M. Ramirez, UCLA Fielding School of Public Health
2:00 PM

Advances in Random Forest
Adele Cutler, Utah State University
2:05 PM

Random Forests Extract Interaction Information from Next-Generation Sequencing Data
Bin Yu, UC Berkeley; Sumanta Basu, UC Berkeley/Lawrence Berkeley National Laboratory; Ben Brown, Lawrence Berkeley National Laboratory/UC Berkeley
2:35 PM

Tuesday, 08/11/2015
Prediction of Subcellular Locations for Fungal Proteins
James Munyon, Youngstown State University; Sepideh Khavari, Youngstown State University; Guang-Hwa Chang, Youngstown State University; Xiangjia Min, Youngstown State University
11:00 AM

Using Classification and Regression Trees to Model Survey Nonresponse
Sharon Lohr, Westat; Valerie Hsu, Westat; Jill Montaquila, Westat
11:05 AM

L1 Splitting Rule in Survival Forests
Hoora Moradian; Denis Larocque, HEC Montreal; François Bellavance, HEC Montreal
11:20 AM

Medallion Lecture: Recent Developments in Machine Learning for Personalized Medicine
Michael Kosorok, The University of North Carolina at Chapel Hill
2:05 PM

Wednesday, 08/12/2015
Case-Specific Random Forests for Big Data Prediction
Dan Nettleton, Iowa State University
11:00 AM

Reproducibility Assessment for Feature Selection in High-Dimensional Data
Chris Fraley, Insilicos LLC; Qunhua Li, Penn State
11:05 AM

Measuring the Convergence Rate of Random Forests via the Bootstrap
Miles Lopes, UC Berkeley
11:50 AM

Distributed Random Forests
Adam Bloniarz, UC Berkeley; Bin Yu, UC Berkeley; Ameet Talwalkar, UCLA
2:55 PM

Thursday, 08/13/2015
Predicting Health Outcomes from High-Dimensional Longitudinal Health Histories Using Relational Random Forests
Zach Shahn, Columbia University; David Madigan, Columbia University; Patrick Ryan, Observational Health Data Sciences and Informatics
8:35 AM





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