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295 Tue, 7/31/2012, 8:30 AM - 10:20 AM CC-Room 24A
Statistical Learning — Contributed Papers
Section on Statistical Learning and Data Mining
Chair(s): Shandong Min, University of California at Irvine
8:35 AM Estimation and Forecast Combination Under Robust T-Loss Gang Cheng, University of Minnesota-Twin Cities
8:50 AM Weighted Logistic Regression Modeling for Semi-Supervised Classification Shuichi Kawano, Osaka Prefecture University
9:05 AM Demystifying Feature Mapping via Kernels Zhiyu Liang, The Ohio State University ; Yoonkyung Lee, The Ohio State University
9:20 AM Extensions to Random Forests for High-Dimensional Genetic Data Stacey J Winham, Mayo Clinic ; Robert R Freimuth, Mayo Clinic ; Joanna M Biernacka, Mayo Clinic
9:35 AM Interaction Detection with TreeNet Boosted Tree Ensembles for Predictive Modeling Dan Steinberg, Salford Systems
9:50 AM On the Relationship Between Non-Negative Matrix Factorization and Generalized Linear Modeling Karthik Devarajan, Fox Chase Cancer Center ; Vincent Chi Kwan Cheung, Massachusetts Institute of Technology
10:05 AM An Efficient Initialization of the K-Means Algorithm Igor Melnykov, Colorado State University Pueblo ; Volodymyr Melnykov, North Dakota State University



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