The synergistic combination of fuzzy C-means and ensemble filtering for class noise detection

Purpose: The purpose of this study is to enhance data quality and overall accuracy and improve certainty by reducing the negative impacts of the FCM algorithm while clustering real-world data and also decreasing the inherent noise in data sets. Design/methodology/approach: The present study proposed...

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Bibliographic Details
Main Authors: Nematzadeh, Zahra, Ibrahim, Roliana, Selamat, Ali, Nazerian, Vahdat
Format: Article
Published: Emerald Group Holdings Ltd. 2020
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Online Access:http://eprints.utm.my/id/eprint/93944/
http://dx.doi.org/10.1108/EC-05-2019-0242
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