Improving deep neural network design with new text data representations

Improving deep neural network design with new text data representations

Abstract Using traditional machine learning approaches, there is no single feature engineering solution for all text mining and learning tasks. Thus, researchers must determine and implement the best feature engineering approach for each text classification task; however, deep learning allows us to...

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Bibliographic Details
Main Authors: Joseph D. Prusa, Taghi M. Khoshgoftaar
Format: Article
Language:English
Published: SpringerOpen 2017-03-01
Series:Journal of Big Data
Subjects:
Deep learning
Big data
Text mining
Sentiment
Convolutional neural networks
Character embedding
Online Access:http://link.springer.com/article/10.1186/s40537-017-0065-8

Internet

http://link.springer.com/article/10.1186/s40537-017-0065-8

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