Publications
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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.
2010. Confidence-based feature acquisition to minimize training and test costs. Proceedings of the SIAM Conference on Data Mining. 76(373):514-524.
1999. Visualization of high-dimensional model characteristics. Proceedings of the 1999 workshop on new paradigms in information visualization and manipulation in conjunction with the eighth ACM internation conference on Information and knowledge management. :6-8.
1998. Hybrid planning: An approach to integrating generative and case-based planning. Working Notes of the AAAI-98 Workshop on Case-Based Reasoning Integrations.
2006. Learning user preferences for sets of objects. Proceedings of the 23rd international conference on Machine learning. :273-280.
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.
2008. Energy Efficient Monitoring in Sensor Networks. LATIN 2008: Theoretical InformaticsLATIN 2008: Theoretical Informatics. 4957:436-448.
2004. Lifting the burden of history from adaptive query processing. Proceedings of the Thirtieth international conference on Very large data bases - Volume 30. :948-959.
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.
2007. Adaptive query processing: why, how, when, what next? Proceedings of the 33rd international conference on Very large data bases. :1426-1427.
2004. Model-driven data acquisition in sensor networks. Proceedings of the Thirtieth international conference on Very large data bases - Volume 30. :588-599.
2002. Decoupled query optimization for federated database systems. 18th International Conference on Data Engineering, 2002. Proceedings. :716-727.
2007. Probabilistic graphical models and their role in databases. Proceedings of the 33rd international conference on Very large data bases. :1435-1436.
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.