Data analysis and modeling pipelines for controlled networked social science experiments von Cedeno-Mieles, Vanessa, Hu, Zhihao, Ren, Yihui, Deng, Xinwei, Contractor, Noshir, Ekanayake, Saliya, Epstein, Joshua M., Goode, Brian J., Korkmaz, Gizem, Kuhlman, Chris J., Machi, Dustin, Macy, Michael, Marathe, Madhav V., Ramakrishnan, Naren, Saraf, Parang, Self, Nathan

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Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling von Ji, Taoran, Self, Nathan, Fu, Kaiqun, Chen, Zhiqian, Ramakrishnan, Naren, Lu, Chang-Tien

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Redistrict: Online Public Deliberation Support that Connects and Rebuilds Inclusive Communities von Sistrunk, Andreea, Self, Nathan, Biswas, Subhodip, Luther, Kurt, Verdezoto, Nervo, Ramakrishnan, Naren

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TimberSleuth: Visual anomaly detection with human feedback for mitigating the illegal timber trade von Datta, Debanjan, Self, Nathan, Simeone, John, Meadows, Amelia, Outhwaite, Willow, Walker, Linda, Elmqvist, Niklas, Ramakrishnan, Naren

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Tracking Multiple Social Media for Stock Market Event Prediction von Jin, Fang, Wang, Wei, Chakraborty, Prithwish, Self, Nathan, Chen, Feng, Ramakrishnan, Naren

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illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems von Muralidhar, Nikhil, Wang, Chen, Self, Nathan, Momtazpour, Marjan, Nakayama, Kiyoshi, Sharma, Ratnesh, Ramakrishnan, Naren

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Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework von Cedeno-Mieles, Vanessa, Hu, Zhihao, Ren, Yihui, Deng, Xinwei, Adiga, Abhijin, Barrett, Christopher, Contractor, Noshir, Ekanayake, Saliya, Epstein, Joshua M., Goode, Brian J., Korkmaz, Gizem, Kuhlman, Chris J., Machi, Dustin, Macy, Michael W., Marathe, Madhav V., Ramakrishnan, Naren, Ravi, S. S., Saraf, Parang, Self, Nathan

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Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System von Doyle, Andy, Katz, Graham, Summers, Kristen, Ackermann, Chris, Zavorin, Ilya, Lim, Zunsik, Muthiah, Sathappan, Butler, Patrick, Self, Nathan, Zhao, Liang, Lu, Chang-Tien, Khandpur, Rupinder Paul, Fayed, Youssef, Ramakrishnan, Naren

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

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Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks von Ji, Taoran, Chen, Zhiqian, Self, Nathan, Fu, Kaiqun, Lu, Chang-Tien, Ramakrishnan, Naren

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

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Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks von Ji, Taoran, Chen, Zhiqian, Self, Nathan, Fu, Kaiqun, Chang-Tien, Lu, Ramakrishnan, Naren

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

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'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators von Ramakrishnan, Naren, Butler, Patrick, Muthiah, Sathappan, Self, Nathan, Khandpur, Rupinder, Saraf, Parang, Wang, Wei, Cadena, Jose, Vullikanti, Anil, Korkmaz, Gizem, Kuhlman, Chris, Marathe, Achla, Zhao, Liang, Hua, Ting, Chen, Feng, Lu, Chang-Tien, Huang, Bert, Srinivasan, Aravind, Trinh, Khoa, Getoor, Lise, Katz, Graham, Doyle, Andy, Ackermann, Chris, Zavorin, Ilya, Ford, Jim, Summers, Kristen, Fayed, Youssef, Arredondo, Jaime, Gupta, Dipak, Mares, David

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

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'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators von Ramakrishnan, Naren, Butler, Patrick, Muthiah, Sathappan, Self, Nathan, Khandpur, Rupinder, Saraf, Parang, Wang, Wei, Cadena, Jose, Vullikanti, Anil, Korkmaz, Gizem, Kuhlman, Chris, Marathe, Achla, Zhao, Liang, Ting Hua, Chen, Feng, Chang-Tien, Lu, Huang, Bert, Srinivasan, Aravind, Trinh, Khoa, Getoor, Lise, Katz, Graham, Doyle, Andy, Ackermann, Chris, Zavorin, Ilya, d, Jim, Summers, Kristen, Fayed, Youssef, Arredondo, Jaime, Gupta, Dipak, Mares, David

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Serial Procalcitonin Predicts Mortality in Severe Sepsis Patients: Results From the Multicenter Procalcitonin MOnitoring SEpsis (MOSES) Study von Schuetz, Philipp, Birkhahn, Robert, Sherwin, Robert, Jones, Alan E., Singer, Adam, Kline, Jeffrey A., Runyon, Michael S., Self, Wesley H., Courtney, D. Mark, Nowak, Richard M., Gaieski, David F., Ebmeyer, Stefan, Johannes, Sascha, Wiemer, Jan C., Schwabe, Andrej, Shapiro, Nathan I.

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Balanced Crystalloids versus Saline in Sepsis. A Secondary Analysis of the SMART Clinical Trial von Brown, Ryan M, Wang, Li, Coston, Taylor D, Krishnan, Nathan I, Casey, Jonathan D, Wanderer, Jonathan P, Ehrenfeld, Jesse M, Byrne, Daniel W, Stollings, Joanna L, Siew, Edward D, Bernard, Gordon R, Self, Wesley H, Rice, Todd W, Semler, Matthew W

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Spray Pyrolysis Deposition and Photoelectrochemical Properties of n‑Type BiOI Nanoplatelet Thin Films von Hahn, Nathan T, Hoang, Son, Self, Jeffrey L, Mullins, C. Buddie

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Ontogeny of Toll-like receptor mediated cytokine responses of human blood mononuclear cells von Corbett, Nathan P, Blimkie, Darren, Ho, Kevin C, Cai, Bing, Sutherland, Darren P, Kallos, Arlene, Crabtree, Juliet, Rein-Weston, Annie, Lavoie, Pascal M, Turvey, Stuart E, Hawkins, Natalie R, Self, Steven G, Wilson, Christopher B, Hajjar, Adeline M, Fortuno, 3rd, Edgardo S, Kollmann, Tobias R

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