Monday, 08/10/2015
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Random Forests for Nonhomogeneous Poisson Processes with Excess Zeros
Denis Larocque, HEC Montreal; Walid Mathlouthi, HEC montreal; Marc Fredette, HEC Montreal
2:00 PM
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Random Forest Variable Selection Among Correlated Variables
Joy Toyama, UCLA; Christina M. Ramirez, UCLA Fielding School of Public Health
2:00 PM
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Advances in Random Forest
Adele Cutler, Utah State University
2:05 PM
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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
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Tuesday, 08/11/2015
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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
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Using Classification and Regression Trees to Model Survey Nonresponse
Sharon Lohr, Westat; Valerie Hsu, Westat; Jill Montaquila, Westat
11:05 AM
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L1 Splitting Rule in Survival Forests
Hoora Moradian; Denis Larocque, HEC Montreal; François Bellavance, HEC Montreal
11:20 AM
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Medallion Lecture: Recent Developments in Machine Learning for Personalized Medicine
Michael Kosorok, The University of North Carolina at Chapel Hill
2:05 PM
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