AutoRepair: an automatic repairing approach over multi-source data

Truth Discovery with Multiple Conflicting Information Providers on the Web

Xiaoxin Yin, Jiawei Han, Philip S. Yu · IEEE Transactions on Knowledge and Data Engineering · 2008 · 665 citations

Computing, Computer Science, Information Systems +6

Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation

Qi Li, Yaliang Li, Jing Gao et al. · 2014 · 491 citations

Computing, Data Science, Data Mining +8

Conditional functional dependencies for capturing data inconsistencies

Wenfei Fan, Floris Geerts, Xibei Jia et al. · ACM Transactions on Database Systems · 2008 · 458 citations

Computing, Computer Science, Information Systems +15

HoloClean

Theodoros Rekatsinas, Xu Chu, Ihab F. Ilyas et al. · Proceedings of the VLDB Endowment · 2017 · 454 citations

Computing, Computer Science, Data Science +15

A cost-based model and effective heuristic for repairing constraints by value modification

Philip Bohannon, Wenfei Fan, Michael Flaster et al. · 2005 · 422 citations

Computing, Computer Science, Information Systems +17