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Keyword Search Criteria: Feature selection returned 15 record(s)
Sunday, 07/29/2018
Exploring Clustering Applications in Outlier Detection for Administrative Data Sources
Elizabeth Ayres, Statistics Canada
2:50 PM

A Feature Selection Method for Vertical Integrative Analysis of Multi-Assay Genomic Data
Dror Berel, Fred Hutch; Raphael Gottardo, Fred Hutchinson Cancer Research Center
5:20 PM

Monday, 07/30/2018
Feature Selection and Classification Using Sparse Envelope Model
Minji Lee, University of Florida; Zhihua Su, University of Florida


Sound and Solid Selection of Covariates - a Simulation Study
Kira Dynnes Svendsen, Technical University of Denmark; Nina Munkholt Jakobsen, Technical University of Denmark


Machine Learning with Ensemble Feature Selections for Mass Spectrometry Data in Cancer Study
Yulan Liang, University of Maryland Baltimore; Amin Gharipour, Griffith University; Arpad Kelemen, University of Maryland Baltimore; Adam Kelemen, University of Maryland College Park; Hui Zhang, Johns Hopkins Medical Institutions


Deep Feature Selection and Causal Inference for Alzheimer's Disease
Yuanyuan Liu, The University of Texas Health Science Center at Houston; Qiyang Ge, Fudan University; Nan Lin, The University of Texas Health Science Center at Houston; Wenjia Peng, Bengbu Medical College; Rong Jiao, The University of Texas Health Science Center at Houston; Xuesen Wu, Bengbu Medical College; Momiao Xiong, The University of Texas Health Science Center at Houston
11:50 AM

Maximum Diversity Weighting for Biomarkers with Application in HIV-1 Vaccine Studies
Zonglin He, Fred Hutchinson Cancer Research Center; Youyi Fong, Fred Hutchinson Cancer Research Center
11:55 AM

Tuesday, 07/31/2018
Statistical Analysis of Radiomics Data
Samantha Morrison, Brown University; Firas Ahmed, Columbia University; Lin Lu, Columbia University; Constantine Gatsonis, Brown University; Binsheng Zhao, Columbia University


Identifying Morphologies of Precancerous Cells
Theresa Gebert, Carnegie Mellon University


Feature Selection in L0 Norm: a Viable Approach
Ana Maria Kenney, Pennsylvania State University; Francesca Chiaromonte, The Pennsylvania State University; Giovanni Felici, IIASI CNR
9:05 AM

Budget-Constrained Feature Selection for Binary Classification: a Neyman-Pearson Approach
Yiling Chen, University of California, Los Angeles; Xin Tong, University of Southern California; Jingyi Li, University of California, Los Angeles
10:05 AM

Simple Bootstrap and Simulation Approaches to Quantifying Reliability of High-Dimensional Feature Selection
Frank Harrell, Vanderbilt University, Dept of Biostatistics
10:35 AM

Thursday, 08/02/2018
Bayesian Bi-Clustering Methods with Applications to Integrative Genomics and Genetics
Jun Liu, Harvard University; Yang Li, Vatic Labs; Jiexing Wu, Google
9:25 AM

High-Dimensional Variable Selection When Features Are Sparse
Jacob Bien, University of Southern California; Xiaohan Yan, Cornell University
10:35 AM

Subsampling for Feature Selection in Large Regression Data
Yiying Fan, Cleveland State University
11:20 AM