Publications


  • Columbia 2015 Spring Newsletter, page 3. Newsletter.

  • CING Diving into a Large Corpus of Pediatric Notes
    The Office of the Executive Vice President for Research, Research Social Hour March 30, 2015. Poster.

  • Ilia Vovsha, Ashwath Rajan, Ansaf Salleb-Aouissi, Anita Raja, Axinia Radeva, Hatim Diab, Ashish Tomar and Ronald Wapner Predicting Preterm Birth Is Not Elusive: Machine Learning Paves the Way to Individual \ Wellness
    AAAI Spring Symposium – Big Data Becomes Personal: Knowledge into Meaning - For Better Health, Wellness and Well-Being., 2014. Paper

  • Faiza Khan Khattak and Ansaf Salleb-Aouissi. Robust Crowd Labeling using Little Expertise. In the Proceedings of the Sixteenth International Conference on Discovery Science DS 2013, LNAI 8140, pp. 94-109, 2013. Paper

  • Ilia Vovsha, Ansaf Salleb-Aouissi, Axinia Radeva, Hatim Diab, Ashish Tomar, Anita Raja, Ronald Wapner, Mary McCord, Tara Randis. Machine Learning Approaches for Prediction of Preterm Birth
    "IDSE Inaugural Symposium - From Big Data to Big Ideas" Friday April 5, 2013. Poster
    Abstract

  • Ilia Vovsha, Ansaf Salleb-Aouissi, Axinia Radeva, Hatim Diab, Ashish Tomar, Anita Raja. Data pre-processing for the preterm prediction study

  • Ansaf Salleb-Aouissi, Axinia Radeva, Rebecca Passonneau, Ashish Tomar, David Waltz, Mary McCord, Harriet McGurk, Noemie Elhadad A Perspective on Understanding Infantile Colic In NIPS 2010 Workshop on Learning and Planning from Batch Time Series Data, Whistler, British Columbia, Canada. http://www.cs.uwaterloo.ca/~dlizotte/nips10_workshop/accepted/

  • Ansaf Salleb-Aouissi, Axinia Radeva, Rebecca Passonneau, Boyi Xie, Faiza Khan Khattak, Ashish Tomar, David Waltz, Mary McCord, Harriet McGurk, and Noemie Elhadad. Diving into a Large Corpus of Pediatric Notes. ICML 2011 Learning from Unstructured Clinical Text Workshop Bellevue, WA, USA, July 2, 2011. http://sites.google.com/site/learnclinicalfreetext/proceedings

  • Faiza Khan Khattak and Ansaf Salleb-Aouissi. Improving Crowd Labeling through Expert Evaluation. Appeared at the 2012 AAAI Symposium on the Wisdom of the Crowd. http://www.aaai.org/ocs/index.php/SSS/SSS12/paper/viewPaper/4338

  • Faiza Khan Khattak and Ansaf Salleb-Aouissi. Quality Control of Crowd Labeling through Expert Evaluation. NIPS 2nd Workshop on Computational Social Science and the Wisdom of Crowds, Granada, Spain. 2011. http://people.cs.umass.edu/~wallach/workshops/nips2011css/papers/Khattak.pdf