Publications
2010. Broadening student enthusiasm for computer science with a great insights course. Proceedings of the 41st ACM technical symposium on Computer science education. :157-161.
1995. How to succeed in graduate school: A guide for students and advisors. International Amateur-Professional Photoelectric Photometry Communications. 58:15-15.
2007. Interactive visual clustering. Proceedings of the 12th international conference on Intelligent user interfaces. :361-364.
2011. Playing to Program: Towards an Intelligent Programming Tutor for RUR-PLE. Second AAAI Symposium on Educational Advances in Artificial Intelligence.
2005. Bayesian network learning with abstraction hierarchies and context-specific independence. Machine Learning: ECML 2005. :485-496.
1993. SOCAP: lessons learned in automating military operations planning. Proceedings of the 6th international conference on Industrial and engineering applications of artificial intelligence and expert systems. :384-393.
2001. Independence is good: dependency-based histogram synopses for high-dimensional data. SIGMOD Rec.. 30(2):199-210.
2003. Cache-and-query for wide area sensor databases. Proceedings of the 2003 ACM SIGMOD international conference on Management of data. :503-514.
2008. Flow Algorithms for Parallel Query Optimization. IEEE 24th International Conference on Data Engineering, 2008. ICDE 2008. :754-763.
2005. Using probabilistic models for data management in acquisitional environments. Proc. CIDR. :317-328.
2004. Model-driven data acquisition in sensor networks. Proceedings of the Thirtieth international conference on Very large data bases - Volume 30. :588-599.
2007. Adaptive query processing: why, how, when, what next? Proceedings of the 33rd international conference on Very large data bases. :1426-1427.
2007. Probabilistic graphical models and their role in databases. Proceedings of the 33rd international conference on Very large data bases. :1435-1436.
2002. Decoupled query optimization for federated database systems. 18th International Conference on Data Engineering, 2002. Proceedings. :716-727.
2005. Toward on-line schema evolution for non-stop systems. 11th High Performance Transaction Systems Workshop.
2010. Increasing representational power and scaling reasoning in probabilistic databases. Proceedings of the 13th International Conference on Database Theory. :1-1.
2006. MauveDB: supporting model-based user views in database systems. Proceedings of the 2006 ACM SIGMOD international conference on Management of data. :73-84.
2002. On using correlation-based synopses during query optimization. Computer Science Division (EECS), University of California Berkeley.