Wednesday, December 20, 2017

Improving Data Quality with Machine Learning Techniques.



https://data.bloomberglp.com/promo/sites/12/750171296-FinDataGovernance.pdf

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https://www.bis.org/ifc/events/ifc_nbb_workshop/ifc_nbb_workshop_2d3.pdf

Improving Data Quality and Closing Data Gaps
with Machine Learning
Tobias Cagala*
May 5, 2017

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http://conteudo.icmc.usp.br/pessoas/gbatista/files/aai2003.pdf


An Analysis of Four Missing Data
Treatment Methods for Supervised Learning
Gustavo E. A. P. A. Batista and Maria Carolina Monard
University of S˜ao Paulo - USP
Institute of Mathematics and Computer Science - ICMC
Department of Computer Science and Statistics - SCE
Laboratory of Computational Intelligence - LABIC
P. O. Box 668, 13560-970 - S˜ao Carlos, SP, Brazil
{gbatista, mcmonard}@icmc.usp.br

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http://dimacs-algorithmic-mdm.wdfiles.com/local--files/start/Methodologies%20for%20Data%20Quality%20Assessment%20and%20Improvement.pdf

Methodologies for Data Quality Assessment and Improvement
CARLO BATINI
Universit`a di Milano - Bicocca
CINZIA CAPPIELLO
Politecnico di Milano
CHIARA FRANCALANCI
Politecnico di Milano
and
ANDREA MAURINO
Universit`a di Milano - Bicocca


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https://www.waterstechnology.com/reference-data-data-management/data-governance/3309956/webinar-making-enterprise-data-quality-a-reality

Webinar: Making Enterprise Data Quality a Reality


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https://www.waterstechnology.com/innovationhub


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https://www.bloomberg.com/professional/blog/machine-learning-plays-critical-role-improving-data-quality/

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