Andy Doyle

'Beating the news' with EMBERS

Naren Ramakrishnan, P. J. Butler, Sathappan Muthiah et al. · 2014 · 202 citations

Citizen Journalism, Forecasting Methodology, Engineering +22

EMBERS at 4 years

Sathappan Muthiah, P. J. Butler, Rupinder Paul Khandpur et al. · 2016 · 68 citations

Probabilistic Forecasting, Engineering, Responsible Ai +14

'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators

Naren Ramakrishnan, P. J. Butler, Sathappan Muthiah et al. · arXiv (Cornell University) · 2014 · 48 citations · Full text

Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System

Andy Doyle, Graham Katz, Kristen Summers et al. · Big Data · 2014 · 46 citations · Full text

Forecasting Methodology, Engineering, Machine Learning Tool +27

The EMBERS architecture for streaming predictive analytics

Andy Doyle, Graham Katz, Kristen Summers et al. · 2014 · 19 citations

Cluster Computing, Engineering, Computer Analysis +22