Saravanan Thirumuruganathan

Cited by

	All	Since 2018
Citations	2444	2089
h-index	27	25
i10-index	45	37

480

240

120

360

2012201320142015201620172018201920202021202220237 19 21 61 96 117 188 220 333 442 464 432

Public access

View all

23 articles

3 articles

available

not available

Based on funding mandates

Co-authors

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 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
Xu ChuAssistant Professor, Georgia Institute of TechnologyVerified 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
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Felix NaumannHasso Plattner Institute, University of PotsdamVerified email at hpi.de
Suraj ShetiyaPost Doctoral Research, University of Texas at ArlingtonVerified email at mavs.uta.edu

Saravanan Thirumuruganathan

None

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	367*	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	175	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	151	2020
A detailed introduction to K-nearest neighbor (KNN) algorithm S Thirumuruganathan Retrieved March 20, 2012, 2010	122	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	105*	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	82	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	76*	2020
Data Curation with Deep Learning. S Thirumuruganathan, N Tang, M Ouzzani, AH Doan EDBT, 277-286, 2020	75*	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	71	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	70	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	58*	2019
Fair Active Learning H Anahideh, A Asudeh, S Thirumuruganathan arXiv preprint arxiv: 2001.01796, 2020	57	2020
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	56*	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	53	2015
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	51	2017
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	49	2018
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	42	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	40	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	39	2013
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	38	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors