Implementing Gene Expression Programming in the Parallel Environment for Big Datasets’ Classification

The paper investigates a Gene Expression Programming (GEP)-based ensemble classifier constructed using the stacked generalization concept. The classifier has been implemented with a view to enable parallel processing with the use of Spark and SWIM — an open source genetic programming library. The cl...

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Bibliographic Details
Main Authors: Joanna Jȩdrzejowicz, Piotr Jȩdrzejowicz, Izabela Wierzbowska
Format: Article
Language:English
Published: World Scientific Publishing 2019-05-01
Series:Vietnam Journal of Computer Science
Subjects:
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S2196888819500118