Incremental Learning for Classification of Unstructured Data Using Extreme Learning Machine

Unstructured data are irregular information with no predefined data model. Streaming data which constantly arrives over time is unstructured, and classifying these data is a tedious task as they lack class labels and get accumulated over time. As the data keeps growing, it becomes difficult to train...

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Detalhes bibliográficos
Main Authors: Sathya Madhusudhanan, Suresh Jaganathan, Jayashree L S
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-10-01
Colecção:Algorithms
Assuntos:
classification
unstructured data
extreme learning machine
incremental learning
streaming data
Acesso em linha:http://www.mdpi.com/1999-4893/11/10/158
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