Incremental Learning for Classification of Unstructured Data Using Extreme Learning Machine

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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Bibliographic Details
Main Authors: Sathya Madhusudhanan, Suresh Jaganathan, Jayashree L S
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Algorithms
Subjects:
classification
unstructured data
extreme learning machine
incremental learning
streaming data
Online Access:http://www.mdpi.com/1999-4893/11/10/158

Internet

http://www.mdpi.com/1999-4893/11/10/158

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