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Sunday, 08/01/2010
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Inference for Day-to-Day Dynamic Traffic Models
Martin Luke Hazelton, Massey University; Katharina Parry, Massey University
2:20 PM
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On Intrinsic Degeneracy of Spatial-Temporal Processes
Wanli Min, IBM T.J. Watson Research Center
2:35 PM
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Network--Specific Computer Traffic Modeling and Prediction
Joel Vaughan, University of Michigan; Stilian Stoev, University of Michigan; George Michailidis, University of Michigan
2:50 PM
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Design and Analysis of a Simulation Study on MPLS Network
Wenbiao Zhang, Insurance Corporation of British Columbia; Pranesh Kumar, University of Northern British Columbia
3:05 PM
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Statistical Analysis of General Chaotic Networks
Morris Herbert Morgan, III, Hampton University; Carolyn Morgan, Hampton University
3:20 PM
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Social Network Analysis for Fraud Detection
John Clare Brocklebank, SAS Institute
3:25 PM
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Visualizing and Finding Minimum Delay Flights
Tanujit Dey, The College of William & Mary; David Phillips, The College of William & Mary; Patrick Steele, The College of William & Mary
3:25 PM
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Network Model-Assisted Prevalence Estimation from Respondent-Driven Sampling Data
Krista J. Gile, Nuffield College; Mark S. Hancock, University of California, Los Angeles
4:05 PM
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Statistical Methods for Missing Partnership Data in HIV Transmission Research
Ayn Leslie-Cook, University of Washington
4:25 PM
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Marginally Specified Hierarchical Models for Networks and Relational Data: An Application to Health Policy
Andrew C. Thomas, Carnegie Mellon University; Joseph Blitzstein, Harvard University
4:25 PM
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Modeling Networks When Data Are Missing or Sampled
Mark Stephen Handcock, University of California, Los Angeles; Krista J. Gile, Nuffield College
4:45 PM
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Degrees of Uncertainty with Uncertain Degrees in Respondent-Driven Sampling
Joseph Blitzstein, Harvard University
5:05 PM
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Monday, 08/02/2010
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Modeling Hierarchical Structure of Complex Data from a Network of Drug Treatment Programs
Carrie J. Tillotson, Oregon Health & Science University; Dongseok Choi, Oregon Health & Science University; KIm Hoffman, Oregon Health & Science University; Dennis McCarty, Oregon Health & Science University
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A latent space representation of overdispersed relative propensity in ``How many X's do you know?' data
Tyler McCormick, Columbia University; Tian Zheng, Columbia University
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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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Change-Point Detection in Time Series of Attributed Graphs
Lucy F. Robinson, The Johns Hopkins University; Carey E. Priebe, The Johns Hopkins University; Nam Lee, The Johns Hopkins University
8:35 AM
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Multiscale Diffusion Approximations for Open Queueing Networks in Heavy Traffic
Xin Liu, The University of North Carolina at Chapel Hill
8:50 AM
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Joint Estimation of Multiple Graphical Models
Jian Guo, University of Michigan; Elizaveta Levina, University of Michigan; George Michailidis, University of Michigan; Ji Zhu, University of Michigan
9:15 AM
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Statistical Challenges in Modeling Wildlife Diseases
Jennifer A. Hoeting, Colorado State University; Andrew A. Merton, Colorado State University; Colleen T. Webb, Colorado State University
10:35 AM
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Joint Inference of Sparse Network and Genetic Association in Genetical Genomics Studies
Hongzhe Li, University of Pennsylvania
11:00 AM
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Learning Regulatory Network from Multiple Genomics Array Data
Pei Wang, Fred Hutchinson Cancer Research Center; Jie Peng, University of California, Davis
11:25 AM
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Grouping and Selection Over a Network Specified by a Directed Graph
Xiaotong Shen, University of Minnesota; Hsin-Cheng Huang, Academia Sinica
11:50 AM
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Novel Methodologies for Gene Network Interaction Analysis and Network Modeling with Applications to Cancer Research and Cardiovascular Disease
Bala Rajaratnam, Stanford University; Sang-Yun Oh, Stanford University
11:50 AM
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Bayesian Models for Genetic Pathways
Yuan Ji, MD Anderson Cancer Center
2:45 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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Tuesday, 08/03/2010
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Evaluating Functional Autocorrelation Within Spatially Distributed Neural Processing Networks
Gordana Derado, Emory University; DuBois Bowman, Emory University
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Tandem Mass Spectrometry Data Analysis to Map Signaling Pathways and Protein Interaction Network
Yan Zhang, University of Michigan; Hye Kyong Kweon, University of Michigan; Philip Andrews, University of Michigan
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Social Network Analysis: Statistical Issues, Models, and Applications
Mark Stephen Handcock, University of California, Los Angeles
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Neural Networks for Time Series Prediction: Practical Implications of Theoretical Results
Melinda F. Thielbar, North Carolina State University; David A. Dickey, North Carolina State University
8:35 AM
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Time-Varying Parameters in Mixture Models
Yorghos Tripodis, Boston University; Kleoniki Vlachou, University of Maryland; David J. Lovell, University of Maryland
9:50 AM
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Inference of Biological Pathway from Gene Expression Profiles by Time Delay Boolean Networks
Tung-Hung Chueh, National Chiao Tung University; Henry Horng-Shing Lu, National Chiao Tung University
9:55 AM
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Network-Based Auto-Probit Modeling for Protein Function Prediction
Xiaoyu Jiang, Boehringer Ingelheim Pharmaceuticals, Inc.; David Gold, State University of New York at Buffalo; Eric Kolaczyk, Boston University
10:35 AM
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Reduced-Rank Factor Models for Network and Relational Array Data
Peter Hoff, University of Washington
2:05 PM
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Multilevel Models for the Analysis of Communication and Production Networks in Academia
Susana Eyheramendy, Pontificia Universidad Católica de Chile; Carlos Rodriguez, Pontificia Universidad Católica de Chile; Cristobal Garcia, Pontificia Universidad Católica de Chile
2:05 PM
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Issues in Model Emulation/Evaluation in Dynamic Network Studies in Systems Biology
Mike West, Duke University
2:15 PM
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Dynamic Network Models for Baboons and the Wikipedia
David Banks, Duke University
2:30 PM
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Fusion Analysis of Various Invariants in Edge-Attributed Networks
Andrey Rukhin, Naval Surface Warfare Center
2:35 PM
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Statistical Surveillance and Alarm Activation in Sensor Networks
James A. Shine, U.S. Army; James E. Gentle, George Mason University
2:50 PM
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Using Genes as Instrumental Variables in Analyses of Social Network Data
A. James O'Malley, Harvard Medical School; J. Niels Rosenquist, Harvard Medical School; Alan Zaslavsky, Harvard Medical School; Nicholas A. Christakis, Harvard University
2:55 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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Probabilistic Modeling of Dynamic Networks Using Latent Space Models
Purnamrita Sarkar, Carnegie Mellon University; Andrew Moore, Google
2:55 PM
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Multi-Agent Simulation
Yasmin H. Said, George Mason University
3:05 PM
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Inferring Disease-Related Interaction Network
Qi Zhang, Fred Hutchinson Cancer Research Center; Pei Wang, Fred Hutchinson Cancer Research Center
3:20 PM
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Inferential Methods for Graphical Models
Saeid Yasamin, Stanford University
3:25 PM
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Visualization-Driven Statistical Analysis of Social Networks for Threat Detection and Characterization
Pranab K. Banerjee, Space Dynamics Laboratory
3:35 PM
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Wednesday, 08/04/2010
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An Example of Performance Analysis for Network Community Detection
Luke Fostvedt, Iowa State University; Dan Nordman, Iowa State University; Alyson Wilson, Iowa State University
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Measuring Classifier Performance: A Penalty/Profit Perspective
Chamont Wang, The College of New Jersey; Kati Lentz, The College of New Jersey; Robert Stine, University of Pennsylvania
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Experts vs. Equations: A Case Study in the Prediction of NBA Games
Michele Meisner, The College of New Jersey; Chamont Wang, The College of New Jersey; Danielle Zanghi, The College of New Jersey; James Fitzpatrick, The College of New Jersey
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Novel Methodologies for Gene Network Interaction Analysis
Sang-Yun Oh, Stanford University; Bala Rajaratnam, Stanford University
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Learning Functional Brain Connectivity with Time-Series Bayesian Network from fMRI Data
Xiangxiang Meng, University of Cincinnati; Xiaodong Lin, Rutgers University
9:20 AM
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Pump It Up! Social Pumps and Information Diffusion in Social Networks
Andrew Stephen, INSEAD; Jacob Goldenberg, Hebrew University of Jerusalem; Yaniv Dover, Hebrew University of Jerusalem
10:35 AM
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Forecasting Fuzzy Time Series with Different Degrees of Membership by Neural Networks
Memmedaga Memmedli, Anadolu University; Ozer Ozdemir, Anadolu University
10:35 AM
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Data-Driven Models for Dynamic Networks in Changing Populations
Pavel N. Krivitsky, Carnegie Mellon University; Mark Stephen Handcock, University of California, Los Angeles; Martina Morris, University of Washington
10:50 AM
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Graph-Based Network Anomaly Detection
Joshua Charles Neil, Los Alamos National Laboratory; Mike Fisk, Los Alamos National Laboratory; Curtis Storlie, University of New Mexico; Alexander Brugh, Los Alamos National Laboratory
11:00 AM
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Using Agent-Based Models in Statistics and Statistics in Agent-Based Modeling: Examples in Facebook and eBay
William Rand, University of Maryland Robert H. Smith School of Business; Wolfgang Jank, University of Maryland Robert H. Smith School of Business; Michael Trusov, University of Maryland Robert H. Smith School of Business; Wei Guo, University of Maryland Robert H. Smith School of Business
11:05 AM
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Evaluation of Methods for Second-Stage Variance Estimation for the Drug Abuse Warning Network Survey
Rong Cai, Substance Abuse and Mental Health Services Administration; Kathy Poneleit, Substance Abuse and Mental Health Services Administration
11:05 AM
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The Impact of Partial Information on Network Inference and Characterization
Natallia V. Katenka, Boston University; Eric Kolaczyk, Boston University
11:05 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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Estimating Transmission Rates on a Network
Rachel Schutt, Google; Regina Dolgoarshinnykh, Columbia University
2:35 PM
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A Continuous Time List Capture Model for Internet Threats
Rhiannon Weaver, Carnegie Mellon University
2:35 PM
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Multiscale Factor Models for Molecular Networks
Justin Guinney, Sage Bionetworks
2:45 PM
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Preference Evolution in a Social Network
Jing Wang, University of Michigan; Anocha Aribarg, University of Michigan; Yves F. Atchade, University of Michigan
2:50 PM
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Thursday, 08/05/2010
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New Tuning Methods for the Architecture of Neural Network Model with Application to Bankruptcy Prediction
Chulwoo Jeong, Sogang University; Myung Suk Kim, Sogang University;
8:50 AM
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Statistical Inference for Food Webs
Grace Chiu, CSIRO; Joshua Gould, Dalhousie University; Anton H. Westveld, University of Nevada at Las Vegas
9:05 AM
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Regression and Classification with Gene Networks
Wei Pan, University of Minnesota; Xiaotong Shen, University of Minnesota
9:15 AM
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Quantitative Horizon Scanning in Coauthorship Networks
David J. Marchette, Naval Surface Warfare Center; Carey E. Priebe, The Johns Hopkins University
9:35 AM
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Bayesian Joint Modeling of Multiple Gene Networks and Diverse Genomic Data to Identify Target Genes of a Transcription Factor
Peng Wei, The University of Texas School of Public Health; Wei Pan, University of Minnesota
9:55 AM
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Robust Gaussian Graphical Lasso
Hokeun Sun, University of Pennsylvania
11:05 AM
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Two-Layer Bayesian Variable Selection with Group and Network Information
Francesco Claudio Stingo, Rice University
11:20 AM
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Measuring Lethal Counterinsurgency Violence in Amritsar District, India Using a Referral-Based Sampling Technique
Romesh Silva, Benetech; Jeff Klingner, Benetech; Scott Weikart, Benetech
11:25 AM
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