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 RoyPanasonic Chair in Sustainability and Associate Professor, Department of Computer Science, NJITVerified 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
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
Azade NaziResearch Scientist at Google BrainVerified email at mavs.uta.edu
Shafiq JotyAssociate Professor at NTU, Senior Manager at Salesforce AI ResearchVerified email at ntu.edu.sg
Jorge-Arnulfo Quiané-RuizTU BerlinVerified email at tu-berlin.de
Paolo PapottiAssociate Professor at EURECOMVerified email at eurecom.fr
Cong YuPrincipal Scientist, Google Research NYCVerified email at google.com
AnHai DoanProfessor of Computer Science, University of Wisconsin-MadisonVerified email at cs.wisc.edu
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
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 SawlaniSoundHound Inc.Verified email at soundhound.com
Sanya ChabaGraduate Student, Georgia Institute of TechnologyVerified email at gatech.edu

Saravanan Thirumuruganathan

Qatar Computing Research Institute, HBKU

Verified email at hbku.edu.qa - Homepage

Data Cleaning Databases Machine Learning Data Mining


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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	240*	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	158	2015
A detailed introduction to K-nearest neighbor (KNN) algorithm S Thirumuruganathan Retrieved March 20, 2012, 2010	104	2010
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	69	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	58	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	54*	2020
Data Curation with Deep Learning. S Thirumuruganathan, N Tang, M Ouzzani, AH Doan EDBT, 277-286, 2020	48*	2020
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	46	2015
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	42	2018
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	42*	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	40	2017
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	39	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	38*	2019
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	37*	2020
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	37	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	36	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	36	2013
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	35	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	32	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	30	2018

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