Saravanan Thirumuruganathan

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Gautam DasDistinguished University Chair Professor, Associate Dean, 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 NanHKUST (GZ) / HKUSTVerified email at hkust-gz.edu.cn
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
Paolo PapottiAssociate Professor at EURECOMVerified email at eurecom.fr
sanjay chawlaQatar Computing Research Institute, HBKUVerified email at sydney.edu.au
Jorge-Arnulfo Quiané-RuizIT University of CopenhagenVerified email at itu.dk
Shafiq JotyResearch Director at Salesforce Research, Assoc. Prof. at NTU (on leave)Verified email at ntu.edu.sg
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-RojasCTOVerified email at propcorn.ai
Xu ChuSenior Staff Software Engineer, Celonis; Assistant Professor, Georgia Tech.Verified email at cc.gatech.edu
Saurabh SawlaniSoundHound AIVerified email at soundhound.com
Sanya ChabaGraduate Student, Georgia Institute of TechnologyVerified email at gatech.edu
Renzhi WuGeorgia Institute of TechnologyVerified email at gatech.edu
Suraj ShetiyaAssistant Professor, IIT BombayVerified email at mavs.uta.edu
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com

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	432*	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	198	2020
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	180	2015
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	135*	2020
A detailed introduction to K-nearest neighbor (KNN) algorithm S Thirumuruganathan Retrieved March 20, 2012, 2010	127	2010
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	100	2020
Data Curation with Deep Learning. S Thirumuruganathan, N Tang, M Ouzzani, AH Doan EDBT, 277-286, 2020	91*	2020
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	87*	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	81	2018
Deep learning for blocking in entity matching: a design space exploration S Thirumuruganathan, H Li, N Tang, M Ouzzani, Y Govind, D Paulsen, ... Proceedings of the VLDB Endowment 14 (11), 2459-2472, 2021	78	2021
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	77	2015
Fair Active Learning H Anahideh, A Asudeh, S Thirumuruganathan arXiv preprint arxiv: 2001.01796, 2020	76	2020
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	64*	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	64*	2018
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	60	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	56	2017
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	54	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	46	2014
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	45	2017
Reuse and adaptation for entity resolution through transfer learning S Thirumuruganathan, SAP Parambath, M Ouzzani, N Tang, S Joty arXiv preprint arXiv:1809.11084, 2018	43	2018

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