| 2010 |
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| 29 | The DataPath system: a data-centric analytic processing engine for large data warehouses. Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez. SIGMOD Conference 2010, 519-530. Web SearchBibTeXDownload |
| 2009 |
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| 28 | Decision Tree Classification. Alin Dobra. Encyclopedia of Database Systems 2009, 765-769. Web SearchBibTeXDownload |
| 27 | Decision Trees. Lior Rokach, Oded Maimon. Encyclopedia of Database Systems 2009, 769. Cited by 4Web SearchBibTeXDownload |
| 26 | AMS Sketch. Alin Dobra. Encyclopedia of Database Systems 2009, 80-83. Web SearchBibTeXDownload |
| 25 | Sketching Sampled Data Streams. Florin Rusu, Alin Dobra. ICDE 2009, 381-392. Web SearchBibTeXDownload |
| 24 | Multi-query optimization for sketch-based estimation. Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi. Inf. Syst. (34): 209-230 (2009). Web SearchBibTeXDownload |
| 23 | Fault tolerant aggregation in heterogeneous sensor networks. Laukik Chitnis, Alin Dobra, Sanjay Ranka. J. Parallel Distrib. Comput. (69): 210-219 (2009). Cited by 1Web SearchBibTeXDownload |
| 22 | Analyzing the techniques that improve fault tolerance of aggregation trees in sensor networks. Laukik Chitnis, Alin Dobra, Sanjay Ranka. J. Parallel Distrib. Comput. (69): 950-960 (2009). Web SearchBibTeXDownload |
| 21 | Turbo-Charging Estimate Convergence in DBO. Alin Dobra, Chris Jermaine, Florin Rusu, Fei Xu. PVLDB (2): 419-430 (2009). Web SearchBibTeXDownload |
| 20 | Semi-analytical method for analyzing models and model selection measures based on moment analysis. Amit Dhurandhar, Alin Dobra. TKDD (3) (2009). Cited by 5Web SearchBibTeXDownload |
| 2008 |
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| 19 | Confidence bounds for sampling-based group by estimates. Fei Xu, Christopher M. Jermaine, Alin Dobra. ACM Trans. Database Syst. (33) (2008). Cited by 2Web SearchBibTeXDownload |
| 18 | Scalable approximate query processing with the DBO engine. Chris Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra. ACM Trans. Database Syst. (33) (2008). Cited by 15Web SearchBibTeXDownload |
| 17 | Sketches for size of join estimation. Florin Rusu, Alin Dobra. ACM Trans. Database Syst. (33) (2008). Web SearchBibTeXDownload |
| 16 | The DBO database system. Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra. SIGMOD Conference 2008, 1223-1226. Cited by 3Web SearchBibTeXDownload |
| 15 | Aggregation methods for large-scale sensor networks. Laukik Chitnis, Alin Dobra, Sanjay Ranka. TOSN (4) (2008). Cited by 8Web SearchBibTeXDownload |
| 2007 |
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| 14 | Pseudo-random number generation for sketch-based estimations. Florin Rusu, Alin Dobra. ACM Trans. Database Syst. (32): 11 (2007). Cited by 5Web SearchBibTeXDownload |
| 13 | Multiple-Choice Random Network for Server Load Balancing. Ye Xia, Alin Dobra, Seung Chul Han. INFOCOM 2007, 1982-1990. Web SearchBibTeXDownload |
| 12 | Statistical analysis of sketch estimators. Florin Rusu, Alin Dobra. SIGMOD Conference 2007, 187-198. Cited by 4Web SearchBibTeXDownload |
| 11 | Scalable approximate query processing with the DBO engine. Chris Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra. SIGMOD Conference 2007, 725-736. Cited by 15Web SearchBibTeXDownload |
| 2006 |
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| 10 | The Sort-Merge-Shrink join. Chris Jermaine, Alin Dobra, Subramanian Arumugam, Shantanu Joshi, Abhijit Pol. ACM Trans. Database Syst. (31): 1382-1416 (2006). Cited by 6Web SearchBibTeXDownload |
| 9 | Fast range-summable random variables for efficient aggregate estimation. Florin Rusu, Alin Dobra. SIGMOD Conference 2006, 193-204. Cited by 4Web SearchBibTeXDownload |
| 2005 |
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| 8 | Histograms revisited: when are histograms the best approximation method for aggregates over joins?. Alin Dobra. PODS 2005, 228-237. Cited by 7Web SearchBibTeXDownload |
| 7 | A Disk-Based Join With Probabilistic Guarantees. Chris Jermaine, Alin Dobra, Subramanian Arumugam, Shantanu Joshi, Abhijit Pol. SIGMOD Conference 2005, 563-574. Cited by 10Web SearchBibTeXDownload |
| 6 | Online Estimation For Subset-Based SQL Queries. Chris Jermaine, Alin Dobra, Abhijit Pol, Shantanu Joshi. VLDB 2005, 745-756. Cited by 7Web SearchBibTeXDownload |
| 2004 |
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| 5 | Sketch-Based Multi-query Processing over Data Streams. Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi. EDBT 2004, 551-568. Cited by 22Web SearchBibTeXDownload |
| 2003 |
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| 4 | Gossip-Based Computation of Aggregate Information. David Kempe, Alin Dobra, Johannes Gehrke. FOCS 2003, 482-491. Cited by 371Web SearchBibTeXDownload |
| 2002 |
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| 3 | SECRET: a scalable linear regression tree algorithm. Alin Dobra, Johannes Gehrke. KDD 2002, 481-487. Cited by 32Web SearchBibTeXDownload |
| 2 | Processing complex aggregate queries over data streams. Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi. SIGMOD Conference 2002, 61-72. Cited by 250Web SearchBibTeXDownload |
| 2001 |
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| 1 | Bias Correction in Classification Tree Construction. Alin Dobra, Johannes Gehrke. ICML 2001, 90-97. Cited by 15Web SearchBibTeX |
