Unsupervised Bayesian Data Cleaning Techniques for Structured Data

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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Bibliographic Details
Other Authors: De, Sushovan (Author)
Format: Doctoral Thesis
Language:English
Published: 2014
Subjects:
Computer science
Consistent Query Answering
Databases
Data Cleaning
Information Retrieval
Probabilistic Databases
Online Access:http://hdl.handle.net/2286/R.I.25942

Internet

http://hdl.handle.net/2286/R.I.25942

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