Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams

Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams

A prominent challenge in our information age is the classification over high frequency data streams. In this research, we propose an innovative and high-accurate text stream classification model that is designed in an elastic distributed way and is capable to service text load with fluctuated freque...

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Bibliographic Details
Main Authors: John Violos, Konstantinos Tserpes, Iraklis Varlamis, Theodora Varvarigou
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-09-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
text classification
text streaming
N-gram graph
beam
cloud computing
Online Access:https://www.frontiersin.org/article/10.3389/fams.2018.00041/full

Internet

https://www.frontiersin.org/article/10.3389/fams.2018.00041/full

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