Self-Organizing Maps for Imputation of Missing Data in Incomplete Data Matrices

The problem of incomplete data matrices is repeatedly found in large databases; posing a significant obstacle for an effective treatment of data. This paper examines a self-organizing-map (SOM) based method of data imputation under the concept of distance object per one weight; to predict physicoche...

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Bibliographic Details
Main Authors: Folguera, Laura, Zupan, Jure, Cicerone, Daniel, Magallanes, Jorge
Format: Texto completo
Language:Inglés
Published: Elsevier Science Bv 2015
Subjects:
Online Access:https://ri.unsam.edu.ar/handle/123456789/1009