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Adaptive windowing based recurrent neural network for drift adaption in non-stationary environment

In today’s digital era, many applications generate massive data streams that must be sequenced and processed immediately. Therefore, storing large amounts of data for analysis is impractical. Now, this infinite amount of evolving data confronts concept drifts in data stream classification. Concept d...

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Detalles Bibliográficos
Autores principales: Suryawanshi, Shubhangi, Goswami, Anurag, Patil, Pramod, Mishra, Vipul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243804/
https://www.ncbi.nlm.nih.gov/pubmed/35789602
http://dx.doi.org/10.1007/s12652-022-04116-0