Parallel Distance-Based Instance Selection Algorithm for Feed-Forward Neural Network

Instance selection endeavors to decide which instances from the data set should be maintained for further use during the learning process. It can result in increased generalization of the learning model, shorter time of the learning process, or scaling up to large data sources. This paper presents a...

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Bibliographic Details
Main Author: Fuangkhon Piyabute
Format: Article
Language:English
Published: De Gruyter 2017-04-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2015-0039