[HTML][HTML] Short Text Classification Based on Hierarchical Heterogeneous Graph and LDA Fusion

X Xu, B Li, Y Shen, B Luo, C Zhang, F Hao - Electronics, 2023 - mdpi.com
The proliferation of short texts resulting from the rapid advancements of social networks,
online communication, and e-commerce has created a pressing need for short text …

Deep sequence models for text classification tasks

SS Abdullahi, S Yiming, SH Muhammad… - 2021 International …, 2021 - ieeexplore.ieee.org
The exponential growth of data generated on the Internet in the current information age is a
driving force for the digital economy. Extraction of information is the major value in an …

Text mining techniques for identifying failure modes

F Malan, JL Jooste - Journal of Quality in Maintenance Engineering, 2023 - emerald.com
Purpose The purpose of this paper is to compare the effectiveness of the various text mining
techniques that can be used to classify maintenance work-order records into their respective …

[PDF][PDF] Categorization of turkish news documents with morphological analysis

BK Akkuş, R Cakıcı - 51st Annual Meeting of the Association for …, 2013 - aclanthology.org
Morphologically rich languages such as Turkish may benefit from morphological analysis in
natural language tasks. In this study, we examine the effects of morphological analysis on …

[PDF][PDF] Comparison of Naıve Bayes and SVM Classifiers in Categorization of Concept Maps

K Zubrinic, M Milicevic, I Zakarija - 2013 - 161.53.22.65
Concept map is a graphic tool which describes a logical structure of knowledge in the form
of connected concepts. Many persons create and use concept maps as planning …

[PDF][PDF] 面向色情音频检测的内容分类研究

司朋举 - 计算机与数字工程, 2023 - jsj.journal.cssc709.net
摘要色情音频检测是互联网信息安全中的重要组成部分, 为国内外色情音频检测研究者提供良好
的数据支撑. 论文介绍并公开了带有色情及非色情标签的1min 或30s 音频片段数据集 …

带有短语切分的中文文本分类方法(英文)

田昕辉, 李成基 - 计算机技术与发展, 2010 - cqvip.com
Internet 文本信息量极速增加, 在组织和处理这些文本数据时, 文本分类技术显得尤为重要.
利用统计学理论, 特征提取和权重计算常常忽略了特征项之间的语法关系 …

Harnessing Multi-label Classification Approaches for Economic Phenomena Categorization

BK Novianto - ASEAN Journal on Science and Technology for …, 2021 - ajstd.ubd.edu.bn
One fashion to report a country's economic state is by compiling economic phenomena from
several sources. The collected data may be explored based on their sentiments and …

Implementation of Support Vector Machine on Text-based GERD Detection by using Drug Review Content

A Nabilah'Izzaturrahmah, F Nhita… - … Advancement in Data …, 2021 - ieeexplore.ieee.org
GERD or Gastroesophageal Reflux Disease is a situation when the reflux of stomach
contents leads to unpleasant symptoms and/or complications. The prevalence range of …

基于特征词权重的文本分类

杨莉, 万常选, 雷刚, 俞涛, 孔保新 - 计算机与现代化, 2012 - cqvip.com
在文本分类时, 只有少数学者利用特征词权重对文本进行向量表示, 但是所使用的特征选择算法
没有考虑特征词权重的正负及其范围等. 因此, 本文在CHI 统计基础上提出一种计算特征词类 …