Следене
Saravanan Thirumuruganathan
Saravanan Thirumuruganathan
None
Потвърден имейл адрес: acm.org - Начална страница
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Позовавания
Позовавания
Година
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
461*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
2152020
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
1832015
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
154*2020
A detailed introduction to K-nearest neighbor (KNN) algorithm
S Thirumuruganathan
Retrieved March 20, 2012, 2010
1282010
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
1082020
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
1022021
Data Curation with Deep Learning.
S Thirumuruganathan, N Tang, M Ouzzani, AH Doan
EDBT, 277-286, 2020
94*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
92*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
862018
Fair Active Learning
H Anahideh, A Asudeh, S Thirumuruganathan
arXiv preprint arxiv: 2001.01796, 2020
842020
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
792015
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
70*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
70*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
672018
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
612017
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
562015
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
482017
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
472014
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
462018
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