'Beating the news' with EMBERS: Forecasting civil unrest using open source indicators N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 205 | 2014 |
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams Association for Computing Machinery (ACM), 2015 | 177 | 2015 |
Forecasting a moving target: Ensemble models for ILI case count predictions P Chakraborty, P Khadivi, B Lewis, A Mahendiran, J Chen, P Butler, ... Proceedings of the 2014 SIAM international conference on data mining, 262-270, 2014 | 83 | 2014 |
Experiences with mining temporal event sequences from electronic medical records: initial successes and some challenges D Patnaik, P Butler, N Ramakrishnan, L Parida, BJ Keller, DA Hanauer Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 77 | 2011 |
Storytelling in entity networks to support intelligence analysts MS Hossain, P Butler, AP Boedihardjo, N Ramakrishnan Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 72 | 2012 |
DNS for massive-scale command and control K Xu, P Butler, S Saha, D Yao IEEE Transactions on Dependable and Secure Computing 10 (3), 143-153, 2013 | 70 | 2013 |
Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models L Chen, KSMT Hossain, P Butler, N Ramakrishnan, BA Prakash Data mining and knowledge discovery 30 (3), 681-710, 2016 | 58 | 2016 |
Forex-foreteller: Currency trend modeling using news articles F Jin, N Self, P Saraf, P Butler, W Wang, N Ramakrishnan Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 53 | 2013 |
Flu gone viral: Syndromic surveillance of flu on twitter using temporal topic models L Chen, KSMT Hossain, P Butler, N Ramakrishnan, BA Prakash 2014 IEEE international conference on data mining, 755-760, 2014 | 50 | 2014 |
Quantitatively analyzing stealthy communication channels P Butler, K Xu, DD Yao International Conference on Applied Cryptography and Network Security, 238-254, 2011 | 36 | 2011 |
Forecasting significant societal events using the embers streaming predictive analytics system A Doyle, G Katz, K Summers, C Ackermann, I Zavorin, Z Lim, S Muthiah, ... Big data 2 (4), 185-195, 2014 | 32 | 2014 |
Coordinated clustering algorithms to support charging infrastructure design for electric vehicles M Momtazpour, P Butler, MS Hossain, MC Bozchalui, N Ramakrishnan, ... Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 126-133, 2012 | 32 | 2012 |
The Deshredder: A Visual Analytic Approach to Reconstructing Shredded Documents P Butler, P Chakraborty, N Ramakrishan | 32 | 2012 |
Seeing the forest for the trees: new approaches to forecasting cascades S Krishnan, P Butler, R Tandon, J Leskovec, N Ramakrishnan Proceedings of the 8th ACM Conference on Web Science, 249-258, 2016 | 23 | 2016 |
Embers at 4 years: Experiences operating an open source indicators forecasting system S Muthiah, P Butler, RP Khandpur, P Saraf, N Self, A Rozovskaya, L Zhao, ... Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 20 | 2016 |
Charging and storage infrastructure design for electric vehicles M Momtazpour, P Butler, N Ramakrishnan, MS Hossain, MC Bozchalui, ... ACM Transactions on Intelligent Systems and Technology (TIST) 5 (3), 1-27, 2014 | 17 | 2014 |
Clustering with Complex Constraints—Algorithms and Applications W Zhi, X Wang, B Qian, P Butler, N Ramakrishnan, I Davidson Proceedings of the AAAI conference on artificial intelligence 27 (1), 2013 | 17 | 2013 |
Monitoring disease trends using hospital traffic data from high resolution satellite imagery: a feasibility study EO Nsoesie, P Butler, N Ramakrishnan, SR Mekaru, JS Brownstein Scientific reports 5 (1), 1-8, 2015 | 16 | 2015 |
The EMBERS architecture for streaming predictive analytics A Doyle, G Katz, K Summers, C Ackermann, I Zavorin, Z Lim, S Muthiah, ... 2014 IEEE International Conference on Big Data (Big Data), 11-13, 2014 | 10 | 2014 |
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... ACM, 2014 | 10 | 2014 |