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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

350 Tue, 7/30/2019, 10:30 AM - 12:20 PM CC-706
New Methods for Time Series and Longitudinal Data — Contributed Papers
Section on Statistical Learning and Data Science
Chair(s): Jean De Dieu Tapsoba, Fred Hutchinson Cancer Research Center
10:35 AM Regularized Estimation of VAR_X Models
Sagnik Halder
10:50 AM An Efficient Two Step Algorithm for High-Dimensional Change Point Regression Models Without Grid Search

Abhishek Kaul, Washington State University; Venkata K Jandhyala, Washington State University; Stergios B Fotopoulos, Washington State University
11:05 AM Joint Estimation of Structured Multivariate VAR Modeling
Peiliang Bai, University of Florida; George Michailidis, University of Florida
11:20 AM Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment
Sayan Chakraborty, Zillow Group Inc.
11:35 AM Recurrent Neural Networks for ARMA Model Selection
Bei Chen, IBM Research; Beat Buesser, IBM Research; Kelsey DiPietro, University of Notre Dame
11:50 AM Time Series Analysis with Unsupervised Learning
Meihui Guo, National Sun Yat-Sen University; Ke-Jie Chen, National Sun Yat-sen University; Cheng Han Chua, National Sun Yat-sen University
12:05 PM Classification of Longitudinal Unbalanced Data: Growth Mixture Models Vs Conventional Cluster Analysis on Approximated Values at Common Time Points
Mosammat Tanbin; Benjamin E. Leiby, Thomas Jefferson University; Md Jobayer Hossain, Nemours children Healthcare Systems