Bayesian Data Cleaning for Web Data

A systematic approach to automatic edit and imputation

I. Fellegi and D. Holt · 1976

Earlier work this paper cites.

A maximum entropy approach to natural language processing

A. Berger, V. Pietra, and S. Pietra · 1996

Earlier work this paper cites.

The impact of poor data quality on the typical enterprise

T. Redman · 1998

Earlier work this paper cites.

Learning string-edit distance

E. Ristad and P. Yianilos · 1998

Earlier work this paper cites.

Distance-based outliers: algorithms and applications

E. Knorr, R. Ng, and V. Tucakov · 2000

Earlier work this paper cites.

Probabilistic noise identification and data cleaning

J. Kubica and A. Moore · 2002

Cited alongside, same era.

Using association rules for completing missing data

C. Wu, C. Wun, and H. Chou · 2004

Cited alongside, same era.

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

P. Bohannon, W. Fan, M. Flaster, and R. Rastogi · 2005

Cited alongside, same era.

Banjo: Bayesian network inference with java objects

A. Hartemink et al · 2005

Cited alongside, same era.

Enhancing data analysis with noise removal

H. Xiong, G. Pandey, M. Steinbach, and V. Kumar · 2006

Cited alongside, same era.

Discovering data quality rules

F. Chiang and R. Miller · 2008

Later among the works it cites.

Discovering conditional functional dependencies

W. Fan, F. Geerts, L. Lakshmanan, and M. Xiong · 2009

Later among the works it cites.

Towards certain fixes with editing rules and master data

W. Fan, J. Li, S. Ma, N. Tang, and W. Yu · 2010

Later among the works it cites.

Infer.NET 2.4, 2010

T. Minka, J. Winn, J. Guiver, and D. Knowles · 2010

Later among the works it cites.

Data cleaning and query answering with matching dependencies and matching functions

L. E. Bertossi, S. Kolahi, and L. V. S. Lakshmanan · 2011

Later among the works it cites.