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
Mourad OuzzaniQatar Computing Research Institute, HBKUVerified email at hbku.edu.qa
Senjuti Basu RoyPanasonic Chair in Sustainability and Associate Professor, Department of Computer Science, NJITVerified email at njit.edu
Tang NanQatar Computing Research Institute, HBKUVerified email at hbku.edu.qa
Nick KoudasProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Abolfazl AsudehAssistant Professor of Computer Science, University of Illinois ChicagoVerified email at uic.edu
sanjay chawlaQatar Computing Research Institute, HBKUVerified email at sydney.edu.au
Paolo PapottiAssociate Professor at EURECOMVerified email at eurecom.fr
Shafiq JotyResearch Director at Salesforce AI Research, Associate Professor at NTU (on leave)Verified email at ntu.edu.sg
Jorge-Arnulfo Quiané-RuizIT University of CopenhagenVerified email at itu.dk
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
Xu ChuAssistant Professor, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Saurabh SawlaniSoundHound Inc.Verified email at soundhound.com
Sanya ChabaGraduate Student, Georgia Institute of TechnologyVerified email at gatech.edu
Renzhi WuGeorgia Institute of TechnologyVerified email at gatech.edu
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Felix NaumannHasso Plattner Institute, University of PotsdamVerified email at hpi.de
Suraj ShetiyaPhD Student, University of Texas at ArlingtonVerified email at mavs.uta.edu

Saravanan Thirumuruganathan

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Verified email at acm.org - Homepage

Data Cleaning Databases Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	327*	2018
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	169	2015
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	128	2020
A detailed introduction to K-nearest neighbor (KNN) algorithm S Thirumuruganathan Retrieved March 20, 2012, 2010	117	2010
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	87*	2020
Zeroer: Entity resolution using zero labeled examples R Wu, S Chaba, S Sawlani, X Chu, S Thirumuruganathan Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020	71	2020
Data Curation with Deep Learning. S Thirumuruganathan, N Tang, M Ouzzani, AH Doan EDBT, 277-286, 2020	70*	2020
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	67	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	64*	2020
RHEEM: enabling cross-platform data processing: may the big data be with you! D Agrawal, S Chawla, B Contreras-Rojas, A Elmagarmid, Y Idris, ... Proceedings of the VLDB Endowment 11 (11), 1414-1427, 2018	62	2018
Optimized group formation for solving collaborative tasks H Rahman, SB Roy, S Thirumuruganathan, S Amer-Yahia, G Das The VLDB Journal 28, 1-23, 2019	55*	2019
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	49*	2018
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	49	2015
Discovery of genuine functional dependencies from relational data with missing values L Berti-Équille, H Harmouch, F Naumann, N Novelli, ... Proceedings of the VLDB Endowment 11 (8), 880-892, 2018	45	2018
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	45	2017
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	40	2014
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	38	2014
Fair Active Learning H Anahideh, A Asudeh, S Thirumuruganathan arXiv preprint arxiv: 2001.01796, 2020	37	2020
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	37	2017
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	36	2013

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