Tutorial on practical tips of the most influential data preprocessing algorithms in data mining
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Information Systems and Management,Management Information Systems,Software
Reference154 articles.
1. Fimus: a framework for imputing missing values using co-appearance, correlation and similarity analysis;Rahman;Knowl.-Based Syst.,2014
2. Automatic instance selection via locality constrained sparse representation for missing value estimation;Feng;Knowl.-Based Syst.,2015
3. Classification of incomplete data based on belief functions and k-nearest neighbors;Liu;Knowl.-Based Syst.,2015
4. Classification, Clustering and Data Mining Applications;Acuna,2004
5. Fast algorithms for mining association rules;Agrawal,1994
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