Forex-foreteller: currency trend modeling using news articles. - Fang Jin; Nathan Self; Parang Saraf; Patrick Butler; Wei Wang 064; Naren Ramakrishnan (KDD, 2013)

Modeling mass protest adoption in social network communities using geometric brownian motion. - Fang Jin; Rupinder Paul Khandpur; Nathan Self; Edward R. Dougherty; Sheng Guo 002; Feng Chen 001; B. Aditya Prakash; Naren Ramakrishnan (KDD, 2014)

'Beating the news' with EMBERS: forecasting civil unrest using open source indicators. - Naren Ramakrishnan; Patrick Butler; Sathappan Muthiah; Nathan Self; Rupinder Paul Khandpur; Parang Saraf; Wei Wang 064; Jose Cadena; Anil Vullikanti; Gizem Korkmaz; Chris J. Kuhlman; Achla Marathe; et al. (KDD, 2014)

Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System. - Andy Doyle; Graham Katz; Kristen Maria Summers; Chris Ackermann; Ilya Zavorin; Zunsik Lim; Sathappan Muthiah; Patrick Butler; Nathan Self; Liang Zhao 002; Chang-Tien Lu; Rupinder Paul Khandpur; et al. (Big Data, 2014)

EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System. - Sathappan Muthiah; Patrick Butler; Rupinder Paul Khandpur; Parang Saraf; Nathan Self; Alla Rozovskaya; Liang Zhao 002; Jose Cadena; Chang-Tien Lu; Anil Vullikanti; Achla Marathe; Kristen Maria Summers; et al. (KDD, 2016)

Tracking Multiple Social Media for Stock Market Event Prediction. - Fang Jin; Wei Wang 064; Prithwish Chakraborty; Nathan Self; Feng Chen 001; Naren Ramakrishnan (ICDM, 2017)

Multi-Task Learning for Transit Service Disruption Detection. - Taoran Ji; Kaiqun Fu; Nathan Self; Chang-Tien Lu; Naren Ramakrishnan (ASONAM, 2018)

Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. - Yihui Ren 001; Vanessa Cedeno-Mieles; Zhihao Hu; Xinwei Deng; Abhijin Adiga; Christopher L. Barrett; Saliya Ekanayake; Brian J. Goode; Gizem Korkmaz; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; et al. (ASONAM, 2018)

Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. - Vanessa Cedeno-Mieles; Yihui Ren 001; Saliya Ekanayake; Brian J. Goode; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; Henning S. Mortveit; Zhihao Hu; Xinwei Deng; Naren Ramakrishnan; Parang Saraf; et al. (WSC, 2018)

Bringing interactive visual analytics to the classroom for developing EDA skills. - Jessica Zeitz; Nathan Self; Leanna House; Jane Robertson Evia; Scotland Leman; Chris North 001 (J. Comput. Sci. Coll., 2018)

illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems. - Nikhil Muralidhar; Chen Wang 044; Nathan Self; Marjan Momtazpour; Kiyoshi Nakayama; Ratnesh Sharma; Naren Ramakrishnan (ACM Trans. Intell. Syst. Technol., 2018)

Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. - Vanessa Cedeno-Mieles; Zhihao Hu; Xinwei Deng; Yihui Ren 001; Abhijin Adiga; Christopher L. Barrett; Saliya Ekanayake; Gizem Korkmaz; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; S. S. Ravi; et al. (ASONAM, 2019)

Feature driven learning framework for cybersecurity event detection. - Taoran Ji; Xuchao Zhang; Nathan Self; Kaiqun Fu; Chang-Tien Lu; Naren Ramakrishnan (ASONAM, 2019)

REGAL: A Regionalization framework for school boundaries. - Subhodip Biswas; Fanglan Chen; Zhiqian Chen; Andreea Sistrunk; Nathan Self; Chang-Tien Lu; Naren Ramakrishnan (SIGSPATIAL/GIS, 2019)

Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. - Taoran Ji; Zhiqian Chen; Nathan Self; Kaiqun Fu; Chang-Tien Lu; Naren Ramakrishnan (IJCAI, 2019)

On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. - Zhihao Hu; Dustin Machi; Madhav V. Marathe; S. S. Ravi; Yihui Ren 001; Vanessa Cedeno-Mieles; Saliya Ekanayake; Xinwei Deng; Brian J. Goode; Naren Ramakrishnan; Parang Saraf; Nathan Self; et al. (WSC, 2019)

Geospatial Clustering for Balanced and Proximal Schools. - Subhodip Biswas; Fanglan Chen; Andreea Sistrunk; Sathappan Muthiah; Zhiqian Chen; Nathan Self; Chang-Tien Lu; Naren Ramakrishnan (AAAI, 2020)

Detecting Suspicious Timber Trades. - Debanjan Datta; Mohammad Raihanul Islam; Nathan Self; Amelia Meadows; John Simeone; Willow Outhwaite; Chen Hin Keong; Amy Smith; Linda Walker; Naren Ramakrishnan (AAAI, 2020)

Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. - Vanessa Cedeno-Mieles; Zhihao Hu; Yihui Ren 001; Xinwei Deng; Abhijin Adiga; Christopher L. Barrett; Noshir Contractor; Saliya Ekanayake; Joshua M. Epstein; Brian J. Goode; Gizem Korkmaz; Chris J. Kuhlman; et al. (Soc. Netw. Anal. Min., 2020)

Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications. - Taoran Ji; Nathan Self; Kaiqun Fu; Zhiqian Chen; Naren Ramakrishnan; Chang-Tien Lu (AAAI, 2021)

A Hierarchical Attention Graph Convolutional Network for Traffic Incident Impact Forecasting. - Kaiqun Fu; Taoran Ji; Nathan Self; Zhiqian Chen; Chang-Tien Lu (IEEE BigData, 2021)

Redistricting Practices in Public Schools: Social Progress or Necessity? - Andreea Sistrunk; Subhodip Biswas; Nathan Self; Kurt Luther; Naren Ramakrishnan (ECSCW, 2022)

Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions. - Raquib Bin Yousuf; Subhodip Biswas; Kulendra Kumar Kaushal; James Dunham; Rebecca Gelles; Sathappan Muthiah; Nathan Self; Patrick Butler; Naren Ramakrishnan (CoRR, 2022)

Redistrict: Designing a Self-Serve Interactive Boundary Optimization System. - Andreea Sistrunk; Nathan Self; Subhodip Biswas; Kurt Luther; Nervo Verdezoto; Naren Ramakrishnan (Conference on Designing Interactive Systems (Companion Volume), 2023)

TimberSleuth: Visual anomaly detection with human feedback for mitigating the illegal timber trade. - Debanjan Datta; Nathan Self; John Simeone; Amelia Meadows; Willow Outhwaite; Linda Walker; Niklas Elmqvist; Naren Ramakrishnan (Inf. Vis., 2023)

Forecasting Migration Patterns and Land Border Encounters. - Raquib Bin Yousuf; Shengzhe Xu; Patrick Butler; Brian Mayer; Nathan Self; David Mares; Naren Ramakrishnan (IEEE Big Data, 2024)

Redistrict: Online Public Deliberation Support that Connects and Rebuilds Inclusive Communities. - Andreea Sistrunk; Nathan Self; Subhodip Biswas; Kurt Luther; Nervo Verdezoto; Naren Ramakrishnan (Proc. ACM Hum. Comput. Interact., 2024)

Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling. - Taoran Ji; Nathan Self; Kaiqun Fu; Zhiqian Chen; Naren Ramakrishnan; Chang-Tien Lu (ACM Trans. Knowl. Discov. Data, 2024)