Unsupervised Bayesian Data Cleaning Techniques for Structured Data
abstract: Recent efforts in data cleaning have focused mostly on problems like data deduplication, record matching, and data standardization; few of these focus on fixing incorrect attribute values in tuples. Correcting values in tuples is typically performed by a minimum cost repair of tuples that...
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| Format: | Doctoral Thesis |
| Language: | English |
| Published: |
2014
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| Online Access: | http://hdl.handle.net/2286/R.I.25942 |