Kristen Maria Summers

Publication Activity (10 Years)

Years Active: 1995-2016
Publications (10 Years): 2

Top Topics

Support Vector Regression

Weather Forecasting

Top Venues

IEEE Intell. Syst.

Publications

Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak K. Gupta, David Mares, Naren Ramakrishnan
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System. KDD (2016)
Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak Gupta, David Mares, Naren Ramakrishnan
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System. CoRR (2016)
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, Tanzeem Choudhury, Dipak Gupta, David Mares
Model-Based Forecasting of Significant Societal Events. IEEE Intell. Syst. 30 (5) (2015)
Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Liang Zhao, Chang-Tien Lu, Patrick Butler, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan
The EMBERS architecture for streaming predictive analytics. IEEE BigData (2014)
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators. CoRR (2014)
Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Patrick Butler, Nathan Self, Liang Zhao, Chang-Tien Lu, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan
Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System. Big Data 2 (4) (2014)
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators. KDD (2014)
Ting Hua, Chang-Tien Lu, Naren Ramakrishnan, Feng Chen, Jaime Arredondo, David Mares, Kristen Maria Summers
Analyzing Civil Unrest through Social Media. Computer 46 (12) (2013)
Ilya Zavorin, Eugene Borovikov, Ericson Davis, Anna Borovikov, Kristen Maria Summers
Combining different classification approaches to improve off-line Arabic handwritten word recognition. DRR (2008)
Srinivas Andra, George Nagy, Cheng-Lin Liu, Ilya Zavorin, Eugene Borovikov, Anna Borovikov, Luis Hernández, Kristen Maria Summers, Mark Turner
Frequency coding: an effective method for combining dichotomizers. DRR (2007)
Kristen Maria Summers
Document image improvment for OCR as a classification problem. DRR (2003)
Kristen Maria Summers
Near-wordless document structure classification. ICDAR (1995)