Saravanan Thirumuruganathan

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Gautam DasDistinguished University Chair Professor, CSE Dept, University of Texas at ArlingtonVerified email at uta.edu
Sihem Amer-YahiaResearch Director, CNRS, LIG, FranceVerified email at univ-grenoble-alpes.fr
Senjuti Basu RoyAssistant Professor, Department of Computer Science, New Jersey Institute of TechnologyVerified email at njit.edu
Mourad OuzzaniQatar Computing Research Institute, HBKUVerified email at hbku.edu.qa
Tang NanQatar Computing Research Institute, HBKUVerified email at hbku.edu.qa
Abolfazl AsudehAssistant Professor of Computer Science, University of Illinois at ChicagoVerified email at uic.edu
Azade NaziResearch Scientist at Google BrainVerified email at mavs.uta.edu
Nick KoudasProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
sanjay chawlaQatar Computing Research Institute, HBKUVerified email at sydney.edu.au
Shafiq JotyAssistant Professor at NTU, Senior Manager at Salesforce AI ResearchVerified email at ntu.edu.sg
Jorge-Arnulfo Quiané-RuizTU BerlinVerified email at tu-berlin.de
Cong YuSenior Staff Research Scientist, Google Research NYCVerified email at google.com
Paolo PapottiAssociate Professor at EURECOMVerified email at eurecom.fr
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Divyakant AgrawalDistinguished Professor of Computer Science, UCSBVerified email at ucsb.edu
AnHai DoanProfessor of Computer Science, University of Wisconsin-MadisonVerified email at cs.wisc.edu
Ahmed ElmagarmidExecutive Director, Qatar Computing Research InstituteVerified email at qf.org.qa
Bertty Contreras-RojasSenior Software EngineerVerified email at scalytics.io
Xu ChuAssistant Professor, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Saurabh SawlaniCarnegie Mellon UniversityVerified email at cmu.edu

Saravanan Thirumuruganathan

Qatar Computing Research Institute, HBKU

Verified email at hbku.edu.qa - Homepage

Data Cleaning Databases Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Task assignment optimization in knowledge-intensive crowdsourcing SB Roy, I Lykourentzou, S Thirumuruganathan, S Amer-Yahia, G Das The VLDB Journal 24 (4), 467-491, 2015	137	2015
Distributed Representations of Tuples for Entity Resolution. M Ebraheem, S Thirumuruganathan, SR Joty, M Ouzzani, N Tang Proc. VLDB Endow. 11 (2018) 11 (2018), 1454-1467, 2018	136*	2018
A detailed introduction to K-nearest neighbor (KNN) algorithm S Thirumuruganathan Retrieved March 20, 2012, 2010	95	2010
Task assignment optimization in collaborative crowdsourcing H Rahman, SB Roy, S Thirumuruganathan, S Amer-Yahia, G Das 2015 IEEE International Conference on Data Mining, 949-954, 2015	47	2015
Worker skill estimation in team-based tasks H Rahman, S Thirumuruganathan, SB Roy, S Amer-Yahia, G Das Proceedings of the VLDB Endowment 8 (11), 1142-1153, 2015	43	2015
Exploiting group recommendation functions for flexible preferences SB Roy, S Thirumuruganathan, S Amer-Yahia, G Das, C Yu 2014 IEEE 30th international conference on data engineering, 412-423, 2014	35	2014
Crowds, not drones: modeling human factors in interactive crowdsourcing SB Roy, I Lykourentzou, S Thirumuruganathan, S Amer-Yahia, G Das DBCrowd 2013-VLDB Workshop on Databases and Crowdsourcing, 39-42, 2013	35	2013
A cost-based optimizer for gradient descent optimization Z Kaoudi, JA Quiané-Ruiz, S Thirumuruganathan, S Chawla, D Agrawal Proceedings of the 2017 ACM International Conference on Management of Data …, 2017	32	2017
Data Curation with Deep Learning. S Thirumuruganathan, N Tang, M Ouzzani, AH Doan EDBT, 277-286, 2020	29*	2020
Optimized group formation for solving collaborative tasks H Rahman, SB Roy, S Thirumuruganathan, S Amer-Yahia, G Das The VLDB Journal 28 (1), 1-23, 2019	28*	2019
Walk, not wait: Faster sampling over online social networks A Nazi, Z Zhou, S Thirumuruganathan, N Zhang, G Das arXiv preprint arXiv:1410.7833, 2014	28	2014
Robust road map inference through network alignment of trajectories R Stanojevic, S Abbar, S Thirumuruganathan, S Chawla, F Filali, ... Proceedings of the 2018 SIAM International Conference on Data Mining, 135-143, 2018	27*	2018
Uguide: User-guided discovery of fd-detectable errors S Thirumuruganathan, L Berti-Equille, M Ouzzani, JA Quiane-Ruiz, ... Proceedings of the 2017 ACM International Conference on Management of Data …, 2017	27	2017
Deep learning models for selectivity estimation of multi-attribute queries S Hasan, S Thirumuruganathan, J Augustine, N Koudas, G Das Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020	25*	2020
Discovery of genuine functional dependencies from relational data with missing values L Berti-Equille, H Harmouch, F Naumann, N Novelli, T Saravanan The 44th International Conference on Very Large Data Bases (VLDB) 11 (8), 2018	24	2018
Creating embeddings of heterogeneous relational datasets for data integration tasks R Cappuzzo, P Papotti, S Thirumuruganathan Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020	22*	2020
Discovering the skyline of web databases A Asudeh, S Thirumuruganathan, N Zhang, G Das arXiv preprint arXiv:1512.02138, 2015	22	2015
Approximate query processing for data exploration using deep generative models S Thirumuruganathan, S Hasan, N Koudas, G Das 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1309-1320, 2020	21*	2020
Aggregate estimation over dynamic hidden web databases W Liu, S Thirumuruganathan, N Zhang, G Das arXiv preprint arXiv:1403.2763, 2014	21	2014
Who tags what? an analysis framework M Das, S Thirumuruganathan, S Amer-Yahia, G Das, C Yu arXiv preprint arXiv:1208.0285, 2012	20	2012

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