Text classification method based on convolution neural network

2017 ◽  
Author(s):  
Lin Li ◽  
Linlong Xiao ◽  
Nanzhi Wang ◽  
Guocai Yang ◽  
Jianwu Zhang
Keyword(s):  
Neural Network ◽  
Text Classification ◽  
Convolution Neural Network ◽  
Classification Method

A multi-label text classification method via dynamic semantic representation model and deep neural network

2020 ◽  
Vol 50 (8) ◽  
pp. 2339-2351 ◽  
Author(s):  
Tianshi Wang ◽  
Li Liu ◽  
Naiwen Liu ◽  
Huaxiang Zhang ◽  
Long Zhang ◽  
...  
Keyword(s):  
Neural Network ◽  
Text Classification ◽  
Deep Neural Network ◽  
Semantic Representation ◽  
Classification Method ◽  
Dynamic Semantic ◽  
Representation Model

Research on the Text Classification Method with Self-Organization Network Model

2011 ◽  
Vol 179-180 ◽  
pp. 940-944
Author(s):  
Jian Chen ◽  
Wen Rong Jiang ◽  
Ji Hong Yan
Keyword(s):  
Neural Network ◽  
National Security ◽  
Network Model ◽  
Text Classification ◽  
Classification Method ◽  
Self Organization ◽  
Crucial Issue ◽  
Text Understanding ◽  
Som Neural Network ◽  
Massive Information

Information retrieval is crucial issue for many areas, like industry, national security, disease control, etc. and how to organize massive information into understandable, readable automatically is a key step to understand data or information. Text Classification is a key issue for automatically text understanding, this paper provides a text classification method based on the SOM neural network model and delivers a reasonable performance.

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