'Beating the news' with EMBERS: forecasting civil unrest using open source indicators - researchr publication related

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Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares. 'Beating the news' with EMBERS: forecasting civil unrest using open source indicators. In Sofus A. Macskassy, Claudia Perlich, Jure Leskovec, Wei Wang 0010, Rayid Ghani, editors, The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014. pages 1799-1808, ACM, 2014. [doi]

The following publications are possibly variants of this publication:

EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting SystemSathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak K. Gupta, David Mares, Naren Ramakrishnan. kdd 2016: 205-214 [doi]

Combining Heterogeneous Data Sources for Civil Unrest ForecastingGizem Korkmaz, Jose Cadena, Chris J. Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan. asunam 2015: 258-265 [doi]

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Carbon: Forecasting Civil Unrest Events by Monitoring News and Social MediaWei Kang, Jie Chen, Jiuyong Li, Jixue Liu, Lin Liu 0003, Grant Osborne, Nick Lothian, Brenton Cooper, Terry Moschou, Grant Neale. adma 2017: 859-865 [doi]

Using publicly visible social media to build detailed forecasts of civil unrestRyan Compton, Craig Lee, JieJun Xu, Luis Artieda-Moncada, Tsai-Ching Lu, Lalindra De Silva, Michael Macy. secinf, 3(1):4, 2014. [doi]

Civil Unrest Event Forecasting Using Graphical and Sequential Neural NetworksZheng Chen, Yifan Wang. icann 2021: 192-203 [doi]

Bayesian Model Fusion for Forecasting Civil UnrestAndrew Hoegh, Scotland Leman, Parang Saraf, Naren Ramakrishnan. technometrics, 57(3):332-340, 2015. [doi]

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