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Sunday, 08/01/2010
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Identifying Vulnerable Populations Through an Examination of the Association Between Multipollutant Profiles and Measures of Deprivation
John Molitor, Imperial College, London; Jason Su, University of California, Berkeley; Sylvia Richardson, Imperial College, London; Michael Jerrett, University of California, Berkeley
2:50 PM
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Comparing Methods of Estimating Treatment Effects on a Continuous Outcome in Multicenter Randomized Controlled Trials: A Simulation Study
Rong Chu, McMaster University; Lehana Thabane, McMaster University; Jinhui Ma, McMaster University; Eleanor Pullenayegum , McMaster University; Anne Holbrook, McMaster University
3:20 PM
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Nonparametric Bayes Stochastically Ordered Latent Class Models
Hongxia Yang, Duke University; David Dunson, Duke University
4:05 PM
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Informed Bayesian Biclustering of Microarray Data
Lisa Pham, Boston University; Mayetri Gupta, Boston University; Surajit Ray, Boston University; Eric Kolaczyk, Boston University
4:20 PM
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Monday, 08/02/2010
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Mode-Based Clustering with Applications to Information Visualization
Jia Li, Penn State; Xiaolong Zhang, Penn State
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Energy Functions for Dimension Reduction and Graph Visualization
Lisha Chen, Yale University
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Application of Fuzzy Clustering and Discriminant Analysis to Identify Neighborhood Population Characteristics and Health Needs
Ashely Pedigo, University of Tennessee; William Seaver, University of Tennessee; Agricola Odoi, University of Tennessee
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Grouping Pursuit and Feature Selection Over a Graph
Yunzhang Zhu, University of Minnesota; Xiaotong Shen, University of Minnesota
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Clustering of Time Series
Raja Velu, Syracuse University
8:35 AM
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Mixture Regression Modeling of Next-Generation Sequencing Data
Naim Rashid, The University of North Carolina at Chapel Hill
8:35 AM
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Handling Missingness and Informative Cluster Sizes When Modeling Prevalence and Force of Infection
Marc Aerts, Hasselt University; Christel Faes, Hasselt University; Niel Hens, Hasselt University; Geert Molenberghs, I-BioStat
9:15 AM
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Unsupervised MR Brain Images Segmentation Using Fuzzy C-Means Based on Fuzzy Sufficient Dimension Reduction
Han-Ming Wu, Tamkang University
10:50 AM
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A Method for Improving List Building: Cluster Profiling
William Cecere, National Agricultural Statistics Service; Denise Alexandra Abreu, National Agricultural Statistics Service
11:20 AM
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Bayesian Clustering and Sparse Modeling of Interactions in Epidemiology
Amy H. Herring, The University of North Carolina at Chapel Hill; David Dunson, Duke University
2:25 PM
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Extract Communities from Networks
Yunpeng Zhao, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
2:50 PM
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Graphically Dependent and Spatially Varying Dirichlet Process Mixtures
Long Nguyen, University of Michigan
3:05 PM
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Tuesday, 08/03/2010
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Using GAM_K to Detect Clustering in MI Wood Products Companies
Juan Du, Kansas State University
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Modeling and Clustering of Time-Course Data
Alejandro Murua, Université de Montréal
8:35 AM
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Evolutionary Clustering of SNP Haplotypes for Genomewide Association Studies
Karin S. Dorman, Iowa State University; Wei-Chen Chen, Iowa State University; Ranjan Maitra, Iowa State University
8:55 AM
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Model-Based Semisupervised Clustering
Volodymyr Melnykov, North Dakota State University; Wei-Chen Chen, Iowa State University; Ranjan Maitra, Iowa State University
9:15 AM
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Dynamic Clustering of High-Dimensional Biological Data
Rebecka Jornsten, Chalmers/Gothenburg University; Jose Sanchez Lopez, Chalmers/Gothenburg University
9:25 AM
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Mixture Model Component Trees: A Visualization Tool for Merging Clusters
Rebecca Nugent, Carnegie Mellon University; Nema Dean, University of Glasgow
9:35 AM
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Regularized Gaussian Mixture Modeling with Adaptive Covariance Shrinkage
Hyang Min Lee, Penn State; Jia Li, Penn State
9:55 AM
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A Prior Distribution of Bayesian Nonparametrics Incorporating Distances of Various Types
Brian M. Hartman, Texas A&M University; David Dahl, Texas A&M University; Bani K. Mallick, Texas A&M University; Debabrata (Debu) Talukdar, State University of New York at Buffalo
10:50 AM
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Fuzzy Clustering and Bayesian Model Selection for Peptide/Protein Identification
Soyoung Ryu, University of Washington; Vladimir Minin, University of Washington; Dave Goodlett, University of Washington
11:05 AM
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Inference About Clustering and Parametric Assumptions in Variance Covariance Estimation
Mikko Packalen, University of Waterloo; Tony Wirjanto, University of Waterloo
11:20 AM
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Functional Clustering in Nested Designs
Abel Rodriguez, University of California, Santa Cruz; David Dunson, Duke University
2:45 PM
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Multiple Hypothesis Testing by Clustering of Gene Profiles
Leesa Francis Wockner, University of Queensland; Geoffrey J. McLachlan, University of Queensland; Ian Wood, University of Queensland
2:50 PM
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Consistency of Spectral Clustering for the Stochastic Block Model with a Growing Number of Blocks
Karl Greiner Rohe, University of California, Berkeley; Sourav Chatterjee, University of California, Berkeley; Bin Yu, University of California, Berkeley
2:55 PM
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Challenges in the Design of the Canadian Community Health Survey on Healthy Aging
Leon Jang, Statistics Canada; Martin Provost, Statistics Canada; Adam Sherk, Statistics Canada
3:20 PM
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Wednesday, 08/04/2010
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Empty K-Means Skill-Set Profile Clustering in Educational Testing
Nema Dean, University of Glasgow; Rebecca Nugent, Carnegie Mellon University; Elizabeth Ayers, University of California, Berkeley
9:05 AM
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Classification of Functional Data: Unsupervised Curve Clustering When Curves Are Misaligned
Laura M. Sangalli, Politecnico di Milano; Piercesare Secchi, MOX - Dipartimento di Matematica, Politecnico di Milano; Simone Vantini, MOX - Dipartimento di Matematica, Politecnico di Milano; Valeria Vitelli, MOX - Dipartimento di Matematica, Politecnico di Milano
9:25 AM
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Where Youth Buy Cigarettes: Clustering Patterns and Efficient Design
Christopher Patrick Cummiskey, RTI International; Victoria McNerney, RTI International; Karol Krotki, RTI International
9:35 AM
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Hierarchical Clustering with Prototypes: Minimax Linkage
Jacob Bien, Stanford University; Rob Tibshirani, Stanford University
9:35 AM
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Intensity-Based Estimation of Extreme Loss Event Probability and Value-at-Risk
Kam Hamidieh, Rice University; Stilian Stoev, University of Michigan; George Michailidis, University of Michigan
10:35 AM
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Outcome-Informed Clustering of Gene Expression Profiles
Jessie Jann Hsu, Harvard University; David Schoenfeld, Harvard University; Dianne Finkelstein, Harvard University
10:35 AM
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Variable Selection for Gene Expression Data via Hilbert-Schmidt Independence Criterion
Ali Ghodsi, University of Waterloo
10:50 AM
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Determining Differences in Functional Connectivity Using a Combined fMRI/DTI Analysis
DuBois Bowman, Emory University; Shuo Chen, Emory University; Gordana Derado, Emory University
11:35 AM
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Quantitating Significance in Finite Mixture Models and Model-Based Clustering
Ranjan Maitra, Iowa State University; Volodymyr Melnykov, North Dakota State University
11:35 AM
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Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms
Volodymyr Melnykov, North Dakota State University; Ranjan Maitra, Iowa State University
11:55 AM
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Analysis of Long-Period Variable Stars with Nonparametric Tests for Trend Detection
Woncheol Jang, The University of Georgia; Cheolwoo Park, The University of Georgia; Jeongyoun Ahn, The University of Georgia; Martin Hendry, University of Glasgow
2:05 PM
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Bayesian Visual Analytics: A Formal Visual Navigation Scheme
Scotland Leman, Virginia Tech
2:05 PM
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Bayesian Clustering for Failure-Time Data
Gary Rosner, The Johns Hopkins University; Peter Mueller, MD Anderson Cancer Center; Fernando Quintana, Pontificia Universidad Católica de Chile
2:25 PM
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Efficient Exploration of Multiple ChIP-seq and ChIP-chip Data Sets
Hongkai Ji, The Johns Hopkins University
2:35 PM
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Design Effects and Misspecification Effects for Cross-National Comparisons Where Sample Design Varies Between Countries
Olena Kaminska, University of Essex; Peter Lynn, University of Essex
2:45 PM
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Estimation of Spatio-Temporal Relative Animal Density from Line Transect Data with Clustering and Censoring
Geof Givens, Colorado State University
2:45 PM
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Clustering with Exclusion Zones: Genomic Applications
Mark Segal, University of California, San Francisco
3:05 PM
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Bispectral-Based Methods for Clustering Nonlinear Time Series
Jane L. Harvill, Baylor University; Nalini Ravishanker, University of Connecticut; Bonnie Kathryn Ray, IBM T.J. Watson Research Center
3:25 PM
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Thursday, 08/05/2010
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Exploratory Data Analysis on Document Collections
Jeffrey Solka, Naval Surface Warfare Center; Avory Bryant, Navy
8:35 AM
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Integrative Clustering of Multiple Genomic Data Types Using a Regularized Joint Latent Variable Model
Ronglai Shen, Memorial Sloan-Kettering Cancer Center; Adam B. Olshen, University of California, San Francisco; Sijian Wang, University of Wisconsin-Madison
9:00 AM
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Distance-Based Probability Distributions on Set Partitions for Bayesian Nonparametric Models
David Dahl, Texas A&M University; Ryan Day, University of the Pacific; Jerry Tsai, University of the Pacific
9:25 AM
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Model-Based Clustering for RNA-Seq Data
Yaqing Si, Iowa State University; Peng Liu, Iowa State University
9:35 AM
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Evaluating Alternative Criteria for Primary Sampling Units Stratification
Khandaker Mansur, U.S. Census Bureau; Benjamin Reist, U.S. Census Bureau; Patrick Flanagan, U.S. Census Bureau
9:35 AM
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Identifying General-Shaped Clusters Using the k-Means Algorithm
Anna D. Peterson, Iowa State University; Ranjan Maitra, Iowa State University; Arka Ghosh, Iowa State University
9:35 AM
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Anomaly Detection Using Fusion of Graph Invariants on a Time Series of Graphs
Youngser Park, The Johns Hopkins University; Carey E. Priebe, The Johns Hopkins University; Abdou Youssef, The George Washington University
9:50 AM
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Partitioning of Functional Data for Understanding Heterogeneity in Psychiatric Conditions
Eva Petkova, New York University
11:25 AM
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Bayesian Three-Dimensional Random-Shape Spatial Clustering
Timothy D. Johnson, University of Michigan; Jian Kang, University of Michigan
12:05 PM
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