Refereed Conference Papers

• Alin Dobra and J. E. Gehrke. SECRET: A Scalable Linear Regression Tree Algorithm. In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Edmonton, Alberta, Canada, July 2002. [conference version, extended version].
• Alin Dobra, Minos Garofalakis, J. E. Gehrke, and Rajeev Rastogi. Processing Complex Aggregate Queries over Data Streams. In Proceedings of the 2002 ACM Sigmod International Conference on Management of Data, Madison, Wisconsin, June 2002.
• Alin Dobra and J. E. Gehrke. Bias Correction in Classification Tree Construction. In Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2001), Williams College, Massachusetts, June 2001.

Technical Reports and Manuscripst

• Alin Dobra, Minos Garofalakis, J. E. Gehrke, and Rajeev Rastogi. Sketch-Based Multi-Query Processing over Data Streams. Manuscript

Talk Slides and Posters

• SECRET: A Scalable Linear Regression Tree Algorithm poster presented at KDD-2002
• Processing Complex Aggregate Queries over Data Streams talk presented at SIGMOD-2003
• Bias Correction in Classification Tree Construction talk presented at ICML-2001

Other Papers and Presentations

• My A-Exam proposal, December 2001
• My undergrad graduation thesis (my school required a thesis for graduation) Learning Methods using Clusterization Theory(in Romanian).