| '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 | 308 | 2014 |
| 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 | 84 | 2013 |
| 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 | 63 | 2014 |
| 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 | 52 | 2016 |
| Tracking multiple social media for stock market event prediction F Jin, W Wang, P Chakraborty, N Self, F Chen, N Ramakrishnan Advances in Data Mining. Applications and Theoretical Aspects: 17th …, 2017 | 43 | 2017 |
| Generative modeling of human behavior and social interactions using abductive analysis Y Ren, V Cedeno-Mieles, Z Hu, X Deng, A Adiga, C Barrett, S Ekanayake, ... 2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018 | 32 | 2018 |
| Modeling mass protest adoption in social network communities using geometric brownian motion F Jin, RP Khandpur, N Self, E Dougherty, S Guo, F Chen, BA Prakash, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 32 | 2014 |
| illiad: Intelligent invariant and anomaly detection in cyber-physical systems N Muralidhar, C Wang, N Self, M Momtazpour, K Nakayama, R Sharma, ... ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-20, 2018 | 30 | 2018 |
| Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework V Cedeno-Mieles, Z Hu, Y Ren, X Deng, A Adiga, C Barrett, N Contractor, ... Social Network Analysis and Mining 10, 1-43, 2020 | 23 | 2020 |
| REGAL: A Regionalization framework for school boundaries S Biswas, F Chen, Z Chen, A Sistrunk, N Self, CT Lu, N Ramakrishnan Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019 | 23 | 2019 |
| Multi-task learning for transit service disruption detection T Ji, K Fu, N Self, CT Lu, N Ramakrishnan 2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018 | 22 | 2018 |
| Geospatial clustering for balanced and proximal schools S Biswas, F Chen, A Sistrunk, S Muthiah, Z Chen, N Self, CT Lu, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13358 …, 2020 | 20 | 2020 |
| Patent citation dynamics modeling via multi-attention recurrent networks T Ji, Z Chen, N Self, K Fu, CT Lu, N Ramakrishnan arXiv preprint arXiv:1905.10022, 2019 | 15 | 2019 |
| Detecting suspicious timber trades D Datta, MR Islam, N Self, A Meadows, J Simeone, W Outhwaite, ... Proceedings of the AAAI conference on artificial intelligence 34 (08), 13248 …, 2020 | 14 | 2020 |
| Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games V Cedeno-Mieles, Z Hu, X Deng, Y Ren, A Adiga, C Barrett, S Ekanayake, ... Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019 | 9 | 2019 |
| Pipelines and their compositions for modeling and analysis of controlled online networked social science experiments V Cedeno-Mieles, Y Ren, S Ekanayake, BJ Goode, CJ Kuhlman, D Machi, ... 2018 Winter Simulation Conference (WSC), 774-785, 2018 | 8 | 2018 |
| Dynamic multi-context attention networks for citation forecasting of scientific publications T Ji, N Self, K Fu, Z Chen, N Ramakrishnan, CT Lu Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7953-7960, 2021 | 7 | 2021 |
| Feature driven learning framework for cybersecurity event detection T Ji, X Zhang, N Self, K Fu, CT Lu, N Ramakrishnan Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019 | 7 | 2019 |
| Bringing interactive visual analytics to the classroom for developing EDA skills J Zeitz, N Self, L House, JR Evia, S Leman, C North Journal of Computing Sciences in Colleges 33 (3), 115-125, 2018 | 7 | 2018 |
| Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions RB Yousuf, S Biswas, KK Kaushal, J Dunham, R Gelles, S Muthiah, N Self, ... arXiv preprint arXiv:2207.04029, 2022 | 6 | 2022 |
