Near-wordless document structure classification. - Kristen Maria Summers (ICDAR, 1995)

Automatic Discovery of Logical Document Structure. - Kristen Maria Summers (1998)

Document image improvment for OCR as a classification problem. - Kristen Maria Summers (DRR, 2003)

Frequency coding: an effective method for combining dichotomizers. - Srinivas Andra; George Nagy; Cheng-Lin Liu; Ilya Zavorin; Eugene Borovikov; Anna Borovikov; Luis Hernández; Kristen Maria Summers; Mark Turner 006 (DRR, 2007)

Combining different classification approaches to improve off-line Arabic handwritten word recognition. - Ilya Zavorin; Eugene Borovikov; Ericson Davis; Anna Borovikov; Kristen Maria Summers (DRR, 2008)

Analyzing Civil Unrest through Social Media. - Ting Hua; Chang-Tien Lu; Naren Ramakrishnan; Feng Chen 001; Jaime Arredondo; David Mares; Kristen Maria Summers (Computer, 2013)

The EMBERS architecture for streaming predictive analytics. - Andy Doyle; Graham Katz; Kristen Maria Summers; Chris Ackermann; Ilya Zavorin; Zunsik Lim; Sathappan Muthiah; Liang Zhao 002; Chang-Tien Lu; Patrick Butler; Rupinder Paul Khandpur; Youssef Fayed; et al. (IEEE BigData, 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)

Model-Based Forecasting of Significant Societal Events. - Naren Ramakrishnan; Chang-Tien Lu; Madhav V. Marathe; Achla Marathe; Anil Vullikanti; Stephen G. Eubank; Scotland Leman; Michael J. Roan; John S. Brownstein; Kristen Maria Summers; Lise Getoor; Aravind Srinivasan; et al. (IEEE Intell. Syst., 2015)

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)