|
Monday, 08/05/2013
|
Improving Efficiency of Computerized Classification Tests Using Modified SPRT
Haskell Sie, Pennsylvania State University; Jim Rosenberger, Penn State University
|
Local Likelihood-Based Estimation for Quantile Classification in the Logistic Regression Model
John Rice, University of Michigan; Jeremy Taylor, University of Michigan
|
Multicategory Angle-Based Large Margin Classification
Chong Zhang, UNC-CH; Yufeng Liu, The University of North Carolina
10:35 AM
|
A Classification Rule of Feature Augmentation via Nonparametrics and Selection (FANS) in High-Dimensional Space
Jianqing Fan, Princeton University; Yang Feng, Columbia University; Xin Tong, MIT
2:05 PM
|
|
Tuesday, 08/06/2013
|
Process Control with Quality Gradations and Classification Errors
William S. Griffith, University of Kentucky; Michelle L Smith, Eastern Kentucky University
|
Model-Based Classifications of High-Throughput Data Review, Design, and Application to a Cancer Clinical Study
AC Cambon, Department of Bioinformatics and Biostatistics, University of Louisville; Shesh Nath Rai, University of Louisville
|
Comparison of ICD Classification Schemes in a Home Health Care Setting
Carlin Brickner, Visiting Nurse Service of New York; Timothy Peng, The Visiting Nurse Service of New York
|
High-Dimensional Learning for Ordinal and Multiclass Data
Xingye Qiao, Binghamton University
8:35 AM
|
Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques
Yimin Kao, Department of Statistics, North Carolina State University ; Brian J. Reich, North Carolina State University; Curtis Storlie, Los Alamos National Laboratory
8:35 AM
|
A Bayesian Prediction Model of Severe Intra-Ventricular Hemorrhage in Very Pre-Term Infants
Michael Anderson, The University of Oklahoma; Suzanne Dubnicka, Department of Statistics, Kansas State University; Shahab Noori, Newborn and Infant Critical Care, Children's Hospital Los Angeles
9:05 AM
|
Time Course Classification of Treatment Response for Psoriatic Patients
Joel Correa Da Rosa, Rockefeller University; James G. Krueger, Rockefeller University; Mayte Suarez-Farinas, Rockefeller University
9:50 AM
|
Probability-Enhanced Sufficient Dimension Reduction for Binary Classification
Seung Jun Shin, North Carolina State University; Yichao Wu, NC State University; Hao Helen Zhang, North Carolina State University; Yufeng Liu, The University of North Carolina
10:35 AM
|
Macrolevel Discriminant Analysis: An Extension of Linear Discriminant Analysis for Nested Data
Jose-Miguel Yamal, UT School of Public Health; E. Neely Atkinson, UT MD Anderson Cancer Center; Getie Zewdie, UT School of Public Health; Dennis Cox, Rice University
10:50 AM
|
Multi-TGDR: An Extension of the Threshold Gradient Descent Regularization for Multiclass Classification of Microarray Experiments
Mayte Suarez-Farinas, Rockefeller University; Suyan Tian, First Hospital of the Jilin University
11:05 AM
|
An Algorithm for Binary and Multi-Class Cancer Classification and Informative Genes Selection
Haiyan Wang, Kansas State University
11:20 AM
|
Genetic Association Test Based on Nonparametric Stratification of Propensity Scores
Yaji Xu, Yale University; Yuan Jiang, Oregon State University; Chi Song, Yale Univeristy; Heping Zhang, Yale University
11:35 AM
|
Optimal Classification Policy for Highly Reliable Products
Chien-Yu Peng, Institute of Statistical Science, Academia Sinica
2:05 PM
|
Light Curve Analysis for Classification with Astronomical Data
Ashish Mahabal, Caltech; Julian Faraway, Department of Mathematical Sciences, University of Bath; Jiayang Sun, Case Western Reserve University; Xiaofeng Wang, Cleveland Clinic Lerner Research Institute; Yi Wang, SAMSI/Duke University; Lingsong Zhang, Purdue University
2:25 PM
|
Locally Smoothed Statistical Learning for Age-Dependent Classification and Disease Risk Prediction
Huaihou Chen, New York University; Tianle Chen, Columbia University; Donglin Zeng, The University of North Carolina; Yuanjia Wang, Columbia University
2:30 PM
|
Teaching Data Mining and Predictive Analytics to Undergraduates
Brant Deppa, Winona State University
3:05 PM
|
Sufficient Dimension Reduction in Binary Classification
Seung Jun Shin, North Carolina State University; Yichao Wu, NC State University; Hao Helen Zhang, University of Arizona; Yufeng Liu, The University of North Carolina
3:20 PM
|
|
Wednesday, 08/07/2013
|
Classification via Auxiliary Information: Formalism and Application to Classification of Astronomical Time Series
Beatriz Etchegaray; Chad Schafer, Carnegie Mellon Univeristy; Peter Freeman, Carnegie Mellon University
9:35 AM
|
Analysis of Multivariate Disease Classification Data in the Presence of Partially Missing Disease Traits
Jingang Miao, Texas A&M University; Samiran Sinha, Texas A&M University; Suojin Wang, Texas A&M University; Ryan Diver, American Cancer Society; Susan Gapstur, American Cancer Society
9:50 AM
|
Dimension Reduction in Functional Data Classification
Santiago Velilla, Universidad Carlos III
10:35 AM
|
Bias-Corrected Bayesian Classification with Selected Features
Longhai Li
2:35 PM
|
Sorting Machine Correlation Paradox
Emil Bashkansky, ORT Braude College of Engineering; Tamar Gadrich, ORT Braude College of Engineering
2:50 PM
|
|
Thursday, 08/08/2013
|
Clustering and Classification of Multiple Sequences
Asif Shams Adnan, Jahangirnagar University; Mian Adnan, Jahangirnagar University; M Shamsuddin, Dhaka
9:05 AM
|
Estimation and Classification for Finite Mixture Models Under Ranked-Set Sampling
Armin Hatefi, University of Manitoba; Mohammad Jafari Jozani, University of Manitoba; Djemel Ziou, Universit ´e de Sherbrooke
9:35 AM
|
Bayesian Sparse Graphical Models for Classification with Application to Protein Expression Data
Rajesh Talluri, UT M.D. Anderson Cancer Center
9:35 AM
|
Estimating Optimal Treatment Regimes from a Classification Perspective
Baqun Zhang, Northwestern; Anastasios (Butch) Tsiatis, North Carolina State University; Marie Davidian, North Carolina State University; Min Zhang, University of Michigan; Eric Laber, NC State University
11:35 AM
|
|
Copyright © American Statistical Association.