Youssef Fayed

'Beating the news' with EMBERS: forecasting civil unrest using open source indicators

Aravind Srinivasan, Liang Zhao, Chang-Tien Lu, 2014, KDD.

The EMBERS architecture for streaming predictive analytics

Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan, 2014, 2014 IEEE International Conference on Big Data (Big Data).

Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System

Chang-Tien Lu, Naren Ramakrishnan, Patrick Butler, 2014, Big Data.