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Alin Dobra
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2020 – today
- 2023
- [j25]Richard Bailey
, Aisharjya Sarkar
Optimal Supervised Reduction of High Dimensional Transcription Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20(5): 3093-3105 (2023) - 2022
- [j24]Yuanfang Ren
Pattern Discovery in Multilayer Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19(2): 741-752 (2022) - [c26]Aisharjya Sarkar, Aaditya Singh, Richard Bailey, Alin Dobra, Tamer Kahveci:
Optimal separation of high dimensional transcriptome for complex multigenic traits. BCB 2022: 32:1-32:5 - [c25]Yuanfang Ren, Aisharjya Sarkar, Aysegul Bumin, Kejun Huang, Pierangelo Veltri, Alin Dobra, Tamer Kahveci:
Identification of co-existing embeddings of a motif in multilayer networks. BCB 2022: 39:1-39:10
2010 – 2019
- 2019
- [j23]Yuanfang Ren, Ahmet Ay, Alin Dobra
Characterizing building blocks of resource constrained biological networks. BMC Bioinform. 20-S(12): 318:1-318:14 (2019) - [c24]Yuanfang Ren, Aisharjya Sarkar, Ahmet Ay, Alin Dobra
Finding Conserved Patterns in Multilayer Networks. BCB 2019: 97-102 - 2018
- [c23]Yuanfang Ren, Ahmet Ay, Alin Dobra
Characterizing Building Blocks of Resource Constrained Biological Networks. BCB 2018: 581-582 - [r6]Alin Dobra:
AMS Sketch. Encyclopedia of Database Systems (2nd ed.) 2018 - [r5]Alin Dobra:
Decision Tree Classification. Encyclopedia of Database Systems (2nd ed.) 2018 - [r4]Alin Dobra:
Decision Trees. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j22]Kun Li, Xiaofeng Zhou
In-database batch and query-time inference over probabilistic graphical models using UDA-GIST. VLDB J. 26(2): 177-201 (2017) - [c22]Adam Bates
Transparent Web Service Auditing via Network Provenance Functions. WWW 2017: 887-895 - 2016
- [p1]Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi:
Sketch-Based Multi-Query Processing over Data Streams. Data Stream Management 2016: 241-261 - [i3]Adam Bates, Kevin R. B. Butler, Alin Dobra, Bradley Reaves, Patrick T. Cable II, Thomas Moyer, Nabil Schear:
Retrofitting Applications with Provenance-Based Security Monitoring. CoRR abs/1609.00266 (2016) - 2015
- [j21]Kun Li, Daisy Zhe Wang, Alin Dobra
UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics. Proc. VLDB Endow. 8(5): 557-568 (2015) - [j20]Haitham Gabr, Andrei Todor, Alin Dobra
Reachability Analysis in Probabilistic Biological Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 12(1): 53-66 (2015) - [c21]Haitham Gabr, Alin Dobra
Estimating reachability in dense biological networks. BCB 2015: 86-95 - [c20]Andrei Todor, Alin Dobra
Counting motifs in probabilistic biological networks. BCB 2015: 116-125 - 2014
- [j19]Andrei Todor, Haitham Gabr, Alin Dobra
Large scale analysis of signal reachability. Bioinform. 30(12): 96-104 (2014) - 2013
- [j18]Lixia Chen, Alin Dobra
Histograms as statistical estimators for aggregate queries. Inf. Syst. 38(2): 213-230 (2013) - [j17]Amit Dhurandhar, Alin Dobra
Probabilistic characterization of nearest neighbor classifier. Int. J. Mach. Learn. Cybern. 4(4): 259-272 (2013) - [j16]Supriya Nirkhiwale, Alin Dobra
A Sampling Algebra for Aggregate Estimation. Proc. VLDB Endow. 6(14): 1798-1809 (2013) - [j15]Andrei Todor, Alin Dobra
Probabilistic Biological Network Alignment. IEEE ACM Trans. Comput. Biol. Bioinform. 10(1): 109-121 (2013) - [j14]Andrei Todor, Alin Dobra
Characterizing the Topology of Probabilistic Biological Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 10(4): 970-983 (2013) - [c19]Haitham Gabr, Andrei Todor, Helia Zandi
PReach: Reachability in Probabilistic Signaling Networks. BCB 2013: 3 - [c18]Andrei Todor, Haitham Gabr, Alin Dobra
Reachability analysis in large probabilistic biological networks. BCB 2013: 691 - [c17]Haitham Gabr, Alin Dobra
From Uncertain Protein Interaction Networks to Signaling Pathways Through Intensive Color Coding. Pacific Symposium on Biocomputing 2013: 111-122 - [i2]Supriya Nirkhiwale, Alin Dobra, Chris Jermaine:
A Sampling Algebra for Aggregate Estimation. CoRR abs/1307.0193 (2013) - [i1]Andrei Todor, Alin Dobra, Tamer Kahveci, Christopher Dudley:
Making massive probabilistic databases practical. CoRR abs/1307.0844 (2013) - 2012
- [j13]Amit Dhurandhar, Alin Dobra
Distribution-free bounds for relational classification. Knowl. Inf. Syst. 31(1): 55-78 (2012) - [j12]Florin Rusu, Alin Dobra
GLADE: a scalable framework for efficient analytics. ACM SIGOPS Oper. Syst. Rev. 46(1): 12-18 (2012) - [c16]Andrei Todor, Alin Dobra
Uncertain interactions affect degree distribution of biological networks. BIBM 2012: 1-5 - 2010
- [c15]Subi Arumugam, Alin Dobra
The DataPath system: a data-centric analytic processing engine for large data warehouses. SIGMOD Conference 2010: 519-530
2000 – 2009
- 2009
- [j11]Alin Dobra
Multi-query optimization for sketch-based estimation. Inf. Syst. 34(2): 209-230 (2009) - [j10]Laukik Chitnis, Alin Dobra
Fault tolerant aggregation in heterogeneous sensor networks. J. Parallel Distributed Comput. 69(2): 210-219 (2009) - [j9]Laukik Chitnis, Alin Dobra
Analyzing the techniques that improve fault tolerance of aggregation trees in sensor networks. J. Parallel Distributed Comput. 69(12): 950-960 (2009) - [j8]Alin Dobra
Turbo-Charging Estimate Convergence in DBO. Proc. VLDB Endow. 2(1): 419-430 (2009) - [j7]Amit Dhurandhar, Alin Dobra
Semi-analytical method for analyzing models and model selection measures based on moment analysis. ACM Trans. Knowl. Discov. Data 3(1): 2:1-2:51 (2009) - [c14]Florin Rusu, Alin Dobra
Sketching Sampled Data Streams. ICDE 2009: 381-392 - [r3]Alin Dobra:
AMS Sketch. Encyclopedia of Database Systems 2009: 80-83 - [r2]Alin Dobra:
Decision Tree Classification. Encyclopedia of Database Systems 2009: 765-769 - [r1]Alin Dobra:
Decision Trees. Encyclopedia of Database Systems 2009: 769 - 2008
- [j6]Florin Rusu, Alin Dobra
Sketches for size of join estimation. ACM Trans. Database Syst. 33(3): 15:1-15:46 (2008) - [j5]Fei Xu, Christopher M. Jermaine, Alin Dobra
Confidence bounds for sampling-based group by estimates. ACM Trans. Database Syst. 33(3): 16:1-16:44 (2008) - [j4]Chris Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra
Scalable approximate query processing with the DBO engine. ACM Trans. Database Syst. 33(4): 23:1-23:54 (2008) - [j3]Laukik Chitnis, Alin Dobra
Aggregation methods for large-scale sensor networks. ACM Trans. Sens. Networks 4(2): 9:1-9:36 (2008) - [c13]Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra
The DBO database system. SIGMOD Conference 2008: 1223-1226 - 2007
- [j2]Florin Rusu, Alin Dobra
Pseudo-random number generation for sketch-based estimations. ACM Trans. Database Syst. 32(2): 11 (2007) - [c12]Ye Xia, Alin Dobra
Multiple-Choice Random Network for Server Load Balancing. INFOCOM 2007: 1982-1990 - [c11]Florin Rusu, Alin Dobra
Statistical analysis of sketch estimators. SIGMOD Conference 2007: 187-198 - [c10]Christopher M. Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra
Scalable approximate query processing with the DBO engine. SIGMOD Conference 2007: 725-736 - 2006
- [j1]Chris Jermaine, Alin Dobra
The Sort-Merge-Shrink join. ACM Trans. Database Syst. 31(4): 1382-1416 (2006) - [c9]Florin Rusu, Alin Dobra
Fast range-summable random variables for efficient aggregate estimation. SIGMOD Conference 2006: 193-204 - 2005
- [c8]Alin Dobra
Histograms revisited: when are histograms the best approximation method for aggregates over joins? PODS 2005: 228-237 - [c7]Chris Jermaine, Alin Dobra
A Disk-Based Join With Probabilistic Guarantees. SIGMOD Conference 2005: 563-574 - [c6]Chris Jermaine, Alin Dobra
Online Estimation For Subset-Based SQL Queries. VLDB 2005: 745-756 - 2004
- [c5]Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi:
Sketch-Based Multi-query Processing over Data Streams. EDBT 2004: 551-568 - 2003
- [b1]Alin Dobra:
Scalable Classification and Regression Tree Construction. Cornell University, USA, 2003 - [c4]David Kempe, Alin Dobra
Gossip-Based Computation of Aggregate Information. FOCS 2003: 482-491 - 2002
- [c3]Alin Dobra
SECRET: a scalable linear regression tree algorithm. KDD 2002: 481-487 - [c2]Alin Dobra
Processing complex aggregate queries over data streams. SIGMOD Conference 2002: 61-72 - 2001
- [c1]Alin Dobra, Johannes Gehrke:
Bias Correction in Classification Tree Construction. ICML 2001: 90-97
Coauthor Index
aka: Christopher M. Jermaine
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