Alin Dobra

According to our database, Alin Dobra authored at least 59 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Optimal Supervised Reduction of High Dimensional Transcription Data.

Richard Bailey, Aisharjya Sarkar, Aaditya Singh, Alin Dobra, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

Pattern Discovery in Multilayer Networks.

Yuanfang Ren, Aisharjya Sarkar, Pierangelo Veltri, Ahmet Ay, Alin Dobra, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Optimal separation of high dimensional transcriptome for complex multigenic traits.

Aisharjya Sarkar, Aaditya Singh, Richard Bailey, Alin Dobra, Tamer Kahveci

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Identification of co-existing embeddings of a motif in multilayer networks.

Yuanfang Ren, Aisharjya Sarkar, Aysegul Bumin, Kejun Huang, Pierangelo Veltri, Alin Dobra, Tamer Kahveci

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2019

Characterizing building blocks of resource constrained biological networks.

Yuanfang Ren, Ahmet Ay, Alin Dobra, Tamer Kahveci

BMC Bioinform., 2019

Finding Conserved Patterns in Multilayer Networks.

Yuanfang Ren, Aisharjya Sarkar, Ahmet Ay, Alin Dobra, Tamer Kahveci

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

Decision Trees.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Decision Tree Classification.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

AMS Sketch.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017

In-database batch and query-time inference over probabilistic graphical models using UDA-GIST.

Kun Li, Xiaofeng Zhou, Daisy Zhe Wang, Christan Earl Grant, Alin Dobra, Christopher Dudley

VLDB J., 2017

Transparent Web Service Auditing via Network Provenance Functions.

Adam Bates, Wajih Ul Hassan, Kevin R. B. Butler, Alin Dobra, Bradley Reaves, Patrick T. Cable II, Thomas Moyer, Nabil Schear

Proceedings of the 26th International Conference on World Wide Web, 2017

2016

Retrofitting Applications with Provenance-Based Security Monitoring.

Adam Bates, Kevin R. B. Butler, Alin Dobra, Bradley Reaves, Patrick T. Cable II, Thomas Moyer, Nabil Schear

CoRR, 2016

Sketch-Based Multi-Query Processing over Data Streams.

Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

Reachability Analysis in Probabilistic Biological Networks.

Haitham Gabr, Andrei Todor, Alin Dobra, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics.

Kun Li, Daisy Zhe Wang, Alin Dobra, Christopher Dudley

Proc. VLDB Endow., 2015

Counting motifs in probabilistic biological networks.

Andrei Todor, Alin Dobra, Tamer Kahveci

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Estimating reachability in dense biological networks.

Haitham Gabr, Alin Dobra, Tamer Kahveci

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014

Large scale analysis of signal reachability.

Andrei Todor, Haitham Gabr, Alin Dobra, Tamer Kahveci

Bioinform., 2014

2013

Characterizing the Topology of Probabilistic Biological Networks.

Andrei Todor, Alin Dobra, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Probabilistic Biological Network Alignment.

Andrei Todor, Alin Dobra, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A Sampling Algebra for Aggregate Estimation.

Supriya Nirkhiwale, Alin Dobra, Christopher M. Jermaine

Proc. VLDB Endow., 2013

Probabilistic characterization of nearest neighbor classifier.

Amit Dhurandhar, Alin Dobra

Int. J. Mach. Learn. Cybern., 2013

Histograms as statistical estimators for aggregate queries.

Lixia Chen, Alin Dobra

Inf. Syst., 2013

Making massive probabilistic databases practical.

Andrei Todor, Alin Dobra, Tamer Kahveci, Christopher Dudley

CoRR, 2013

From Uncertain Protein Interaction Networks to Signaling Pathways Through Intensive Color Coding.

Haitham Gabr, Alin Dobra, Tamer Kahveci

Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

Reachability analysis in large probabilistic biological networks.

Andrei Todor, Haitham Gabr, Alin Dobra, Tamer Kahveci

Proceedings of the ACM Conference on Bioinformatics, 2013

PReach: Reachability in Probabilistic Signaling Networks.

Haitham Gabr, Andrei Todor, Helia Zandi, Alin Dobra, Tamer Kahveci

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

GLADE: a scalable framework for efficient analytics.

Florin Rusu, Alin Dobra

ACM SIGOPS Oper. Syst. Rev., 2012

Distribution-free bounds for relational classification.

Amit Dhurandhar, Alin Dobra

Knowl. Inf. Syst., 2012

Uncertain interactions affect degree distribution of biological networks.

Andrei Todor, Alin Dobra, Tamer Kahveci

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2010

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

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

2009

Decision Trees.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, 2009

Decision Tree Classification.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, 2009

AMS Sketch.

Alin Dobra

Proceedings of the Encyclopedia of Database Systems, 2009

Semi-analytical method for analyzing models and model selection measures based on moment analysis.

Amit Dhurandhar, Alin Dobra

ACM Trans. Knowl. Discov. Data, 2009

Turbo-Charging Estimate Convergence in DBO.

Alin Dobra, Chris Jermaine, Florin Rusu, Fei Xu

Proc. VLDB Endow., 2009

Analyzing the techniques that improve fault tolerance of aggregation trees in sensor networks.

Laukik Chitnis, Alin Dobra, Sanjay Ranka

J. Parallel Distributed Comput., 2009

Fault tolerant aggregation in heterogeneous sensor networks.

Laukik Chitnis, Alin Dobra, Sanjay Ranka

J. Parallel Distributed Comput., 2009

Multi-query optimization for sketch-based estimation.

Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi

Inf. Syst., 2009

Sketching Sampled Data Streams.

Florin Rusu, Alin Dobra

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Aggregation methods for large-scale sensor networks.

Laukik Chitnis, Alin Dobra, Sanjay Ranka

ACM Trans. Sens. Networks, 2008

Confidence bounds for sampling-based group by estimates.

Fei Xu, Christopher M. Jermaine, Alin Dobra

ACM Trans. Database Syst., 2008

Sketches for size of join estimation.

Florin Rusu, Alin Dobra

ACM Trans. Database Syst., 2008

Scalable approximate query processing with the DBO engine.

Chris Jermaine, Subramanian Arumugam, Abhijit Pol, Alin Dobra

ACM Trans. Database Syst., 2008

The DBO database system.

Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2007

Pseudo-random number generation for sketch-based estimations.

Florin Rusu, Alin Dobra

ACM Trans. Database Syst., 2007

Statistical analysis of sketch estimators.

Florin Rusu, Alin Dobra

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Multiple-Choice Random Network for Server Load Balancing.

Ye Xia, Alin Dobra, Seung Chul Han

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

2006

The Sort-Merge-Shrink join.

Chris Jermaine, Alin Dobra, Subramanian Arumugam, Shantanu Joshi, Abhijit Pol

ACM Trans. Database Syst., 2006

Fast range-summable random variables for efficient aggregate estimation.

Florin Rusu, Alin Dobra

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

2005

Online Estimation For Subset-Based SQL Queries.

Chris Jermaine, Alin Dobra, Abhijit Pol, Shantanu Joshi

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

A Disk-Based Join With Probabilistic Guarantees.

Chris Jermaine, Alin Dobra, Subramanian Arumugam, Shantanu Joshi, Abhijit Pol

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Histograms revisited: when are histograms the best approximation method for aggregates over joins?

Alin Dobra

Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2005

2004

Sketch-Based Multi-query Processing over Data Streams.

Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi

Proceedings of the Advances in Database Technology, 2004

2003

Scalable Classification and Regression Tree Construction.

Alin Dobra

PhD thesis, 2003

Gossip-Based Computation of Aggregate Information.

David Kempe, Alin Dobra, Johannes Gehrke

Proceedings of the 44th Symposium on Foundations of Computer Science (FOCS 2003), 2003

2002

Processing complex aggregate queries over data streams.

Alin Dobra, Minos N. Garofalakis, Johannes Gehrke, Rajeev Rastogi

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

SECRET: a scalable linear regression tree algorithm.

Alin Dobra, Johannes Gehrke

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Bias Correction in Classification Tree Construction.

Alin Dobra, Johannes Gehrke

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001