Imputing missing values using cumulative linear regression

Author:

Mostafa Samih M.1

Affiliation:

1. Faculty of Science, Mathematics Department, Computer ScienceSouth Valley UniversityQena83523Egypt

Publisher

Institution of Engineering and Technology (IET)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Vision and Pattern Recognition,Human-Computer Interaction,Information Systems

Reference40 articles.

1. The prevention and handling of the missing data

2. Missing data in medical databases: Impute, delete or classify?

3. BatistaG.MonardM.C.: ‘A study of K‐nearest neighbour as an imputation method’.HIS'02 Second Int. Conf. Hybrid Intelligent Systems Santiago Chile December2002 pp.251–260

4. A hybrid method for imputation of missing values using optimized fuzzy c‐means with support vector regression and a genetic algorithm;Aydilek I.B.;Inf. Sci. (New York),2013

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