614 citations · 780 across the 14 of their papers we have counts for
6 papers · 1 filter
A Fully Bayesian, Logistic Regression Tracking Algorithm for Mitigating Disparate Misclassification
Martin B. Short, George O. Mohler
We develop a fully Bayesian, logistic tracking algorithm with the purpose of providing classification results that are unbiased when applied uniformly to individuals with differing…
Point Process Modeling of Drug Overdoses with Heterogeneous and Missing Data
Xueying Liu, Jeremy Carter, Brad Ray +1
Opioid overdose rates have increased in the United States over the past decade and reflect a major public health crisis. Modeling and prediction of drug and opioid hotspots, where…
Dynamic topic modeling of the COVID-19 Twitter narrative among U.S. governors and cabinet executives
Hao Sha, Mohammad Al Hasan, George Mohler +1
A combination of federal and state-level decision making has shaped the response to COVID-19 in the United States. In this paper we analyze the Twitter narratives around this decis…
The challenges of modeling and forecasting the spread of COVID-19
Andrea L. Bertozzi, Elisa Franco, George Mohler +2
We present three data driven model-types for COVID-19 with a minimal number of parameters to provide insights into the spread of the disease that may be used for developing policy…
Analyzing the World-Wide Impact of Public Health Interventions on the Transmission Dynamics of COVID-19
George Mohler, Frederic Schoenberg, Martin B. Short +1
We analyze changes in the reproduction number, R, of COVID-19 in response to public health interventions. Our results indicate that public health measures undertaken in China reduc…
Hawkes Process Multi-armed Bandits for Disaster Search and Rescue
Wen-Hao Chiang, George Mohler
We propose a novel framework for integrating Hawkes processes with multi-armed bandit algorithms to solve spatio-temporal event forecasting and detection problems when data may be…