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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Dettagli Bibliografici
Autori principali: Folguera, Laura, Zupan, Jure, Cicerone, Daniel, Magallanes, Jorge
Natura: Texto completo
Lingua:Inglés
Pubblicazione: Elsevier Science Bv 2015
Soggetti:
Accesso online:https://ri.unsam.edu.ar/handle/123456789/1009