Sanghani Center for Artificial Intelligence and Data Analytics
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Scholarly Works, Sanghani Center for Artificial Intelligence and Data Analytics [3]
Research articles, presentations, and other scholarship
Recent Submissions
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Data analysis and modeling pipelines for controlled networked social science experiments
(PLOS, 2020-11-24)There is large interest in networked social science experiments for understanding human behavior at-scale. Significant effort is required to perform data analytics on experimental outputs and for computational modeling of ... -
Collaborative efforts to forecast seasonal influenza in the United States, 2015–2016
(Nature Publishing Group, 2019-01-24)Since 2013, the Centers for Disease Control and Prevention (CDC) has hosted an annual influenza season forecasting challenge. The 2015–2016 challenge consisted of weekly probabilistic forecasts of multiple targets, including ... -
What to know before forecasting the flu
(PLOS, 2018-10-12)Accurate and timely influenza (flu) forecasting has gained significant traction in recent times. If done well, such forecasting can aid in deploying effective public health measures. Unlike other statistical or machine ...