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Derek Paulsen
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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
1462021
The magellan data repository
S Das, A Doan, CG Psgc, P Konda, Y Govind, D Paulsen
Konda,” The magellan data repository”,[online] Available: https://sites …, 2015
982015
Sparkly: A simple yet surprisingly strong TF/IDF blocker for entity matching
D Paulsen, Y Govind, AH Doan
Proceedings of the VLDB Endowment 16 (6), 1507-1519, 2023
602023
Magellan: toward building ecosystems of entity matching solutions
AH Doan, P Konda, P Suganthan GC, Y Govind, D Paulsen, ...
Communications of the ACM 63 (8), 83-91, 2020
532020
Entity matching meets data science: A progress report from the magellan project
Y Govind, P Konda, P Suganthan GC, P Martinkus, P Nagarajan, H Li, ...
Proceedings of the 2019 International Conference on Management of Data, 389-403, 2019
292019
Toward data cleaning with a target accuracy: A case study for value normalization
A Ardalan, D Paulsen, AS Saini, W Cai, AH Doan
2022 IEEE International Conference on Big Data (Big Data), 3975-3981, 2022
22022
Toward Effective Blocking for Entity Matching
D Paulsen
The University of Wisconsin-Madison, 2025
2025
DOAN A. 1, KONDA P. 1, SUGANTHAN GCP 1, GOVIND YA. 1
D PAULSEN, K CHANDRASEKHAR, PH MARTINKUS, M CHRISTIE
COMMUNICATIONS OF THE ACM 63 (8), 83-91, 2020
2020
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