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An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble †

The purpose of this paper is to improve the accuracy of solving prediction tasks of the missing IoT data recovery. To achieve this, the authors have developed a new ensemble of neural network tools. It consists of two successive General Regression Neural Network (GRNN) networks and one neural-like s...

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Detalles Bibliográficos
Autores principales: Tkachenko, Roman, Izonin, Ivan, Kryvinska, Natalia, Dronyuk, Ivanna, Zub, Khrystyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249176/
https://www.ncbi.nlm.nih.gov/pubmed/32375400
http://dx.doi.org/10.3390/s20092625