Text Classification Using Novel Term Weighting Scheme‐Based Improved TF‐IDF for Internet Media Reports

Z Jiang, B Gao, Y He, Y Han, P Doyle… - Mathematical Problems …, 2021 - Wiley Online Library
With the rapid development of the internet technology, a large amount of internet text data
can be obtained. The text classification (TC) technology plays a very important role in …

A new text classification model based on contrastive word embedding for detecting cybersecurity intelligence in twitter

HS Shin, HY Kwon, SJ Ryu - Electronics, 2020 - mdpi.com
Detecting cybersecurity intelligence (CSI) on social media such as Twitter is crucial because
it allows security experts to respond cyber threats in advance. In this paper, we devise a new …

Background knowledge based multi-stream neural network for text classification

F Ren, J Deng - Applied Sciences, 2018 - mdpi.com
As a foundation and typical task in natural language processing, text classification has been
widely applied in many fields. However, as the basis of text classification, most existing …

An Effective Text Classification Model Based on Ensemble Strategy

Z Hong, J Wenzhen, Y Guocai - Journal of Physics: Conference …, 2019 - iopscience.iop.org
Automatic text classification is a classic topic for natural language processing. Text
classification research mainly focuses on feature representation of text documents or …

Multi‐Task and Attention Collaborative Network for Facial Emotion Recognition

X Wang, C Yu, Y Gu, M Hu… - IEEJ Transactions on …, 2021 - Wiley Online Library
Facial expression is one of the most direct and effective ways to recognize emotions, widely
used in human‐computer interaction, affective computing, and other research fields …

[HTML][HTML] 基于支持向量的最近邻文本分类方法

乎西旦, 居马洪, 孙铁利, 梁义 - 2018 - html.rhhz.net
文本分类为一个文档自动分配一组预定义的类别或主题. 文本分类中, 文档的表示对学习机的
学习性能有很大的影响. 以实现哈萨克语文本分类为目的, 根据哈萨克语语法规则设计实现 …

[PDF][PDF] Text Classification Based on Background Knowledge

C Li - 2017 - core.ac.uk
Because computers and Internet are widely used, the extremely huge number of information
is produced everyday. Nowadays, the information already is full of our life. Most of the …

Text Classification with Keywords and Co-occurred Words in Two-stream Neural Network

J Deng, F Ren - 2018 5th IEEE International Conference on …, 2018 - ieeexplore.ieee.org
In the task of text classification, the results are often affected by the sparseness of the corpus
in a certain category. This paper proposed a Text classification method based on keywords …