Missing value imputation on missing completely at random data using multilayer perceptrons

Author:

Silva-Ramírez Esther-Lydia,Pino-Mejías Rafael,López-Coello Manuel,Cubiles-de-la-Vega María-Dolores

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference26 articles.

1. Asuncion, A., & Newman, D. (2007). UCI machine learning repository. URL http://www.ics.uci.edu/~mlearn/MLRepository.html.

2. Neural networks for pattern recognition;Bishop,1995

3. Bühlmann, P. (2003). Bagging, subagging and bragging for improving some prediction algorithms. Tech. rep. 113, Seminar Für Statistik, Eidgenössische Technische Hochschule (ETH), Zürich, Switzerland.

4. Demuth, H., & Beale, M. (1997). Neural Network TOOLBOX for Use with Matlab. User’s Guide. http://www.mathworks.com Edition. The Math Works Inc.

5. Euredit, (2005). Interim report on evaluation criteria for statistical editing and imputation. http://www.cs.york.ac.uk/euredit.

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