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I work in the MauveDB project. The project aims at integrating probabilistic and statistical models in relational database systems so that such models can be effectively and efficiently applied to data streams. Publications & Technical Reports(1) Online Filtering, Smoothing and Probabilistic Modeling of Data. Bhargav Kanagal, Amol Deshpande. ICDE 2008 Link to technical report (CS-TR-4867) [link], conference paper [pdf], presentation [pptx] (2) Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. Bhargav Kanagal, Amol Deshpande. ICDE 2009 (Short paper). Link to technical report (CS-TR-4916) [pdf], conference paper [pdf], poster [pdf] (3) Indexing Correlated Probabilistic databases. Bhargav Kanagal, Amol Deshpande. SIGMOD 2009. conference paper [pdf], presentation [pptx] Earlier Work (4) Defining and Enforcing C's Module System. Saurabh Srivastava, Michael Hicks, Jeffrey S Foster, and Bhargav Kanagal. University of Maryland Technical Report CS-TR-4816, University of Maryland, July 2006. |
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