Publications



Published

  • S. Somanchi, S. Adhikari, A. Lin, E. Eneva, R. Ghani. Early Code Blue Prediction Using Patient Medical Records. Workshop in Neural Information Processing Systems (NIPS), 2013

  • S. Somanchi, D. B. Neill. Fast graph structure learning from unlabeled data for outbreak detection. Emerging Health Threats Journal 4:11,017, 2011.

  • S. Speakman, E. McFowland III, S. Somanchi, and D. B. Neill. Scalable detection of irregular disease clusters using soft compactness constraints. Emerging Health Threats Journal 4:11, 121, 2011.

  • S. Somanchi, N. Chaitanya and Y. Narahari. A Novel Bid Optimizer for Sponsored Search Auctions Using Cooperative Game Theory. In Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2009



Book Chapters

  • S. Speakman, S. Somanchi, E. McFowland III, and D. B. Neill. Disease surveillance, case study. In R. Alhajj and J. Rokne, eds., Encyclopedia of Social Network Analysis and Mining, Springer, 2013, in press


In Preperation

  • S. Somanchi, D. B. Neill. Detecting Anomalous Patterns in Digital Pathology Whole Slide Images. In preparation.

  • S. Somanchi, D. B. Neill. Fast graph structure learning from unlabeled data for event detec- tion. conference paper in preparation for submission.

  • S. Speakman, S. Somanchi, E. McFowland III, D. B. Neill. Penalized Fast Subset Scanning. Submitted.


Invited Talks and Presentation



  • S. Somanchi, D. B. Neill. A Star-shaped Scan Statistic for Detecting Irregularly-Shaped Spatial Clusters, International Workshop on Advanced Probability, 2014

  • S. Somanchi, D. B. Neill. Discovering Anomalous Patterns in Large Digital Pathology Images. Data Mining-Health Informatics, INFORMS Annual Conference, Minneapolis, 2013

  • S. Somanchi, D. B. Neill. Fast graph structure learning from unlabeled data for outbreak detection. INFORMS Annual Conference, Charlotte, NC, 2011.