基于深度学习混合模型的文本分类研究

周超 - 2016 - ir.lzu.edu.cn
… This paper makes full use of the good ability of deep learning … based on deep learning and
design a text classifier based on … a experiment with Naive Bayes classifier, KNN classifier and …

基于文本分类的商品评价情感分析

钟将, 杨思源, 孙启干 - 计算机应用, 2014 - joca.cn
efficiency of recognition while determining the emotional tendencies of goods evaluation
accurately, this paper proposed a text classification approach based … the kNN and classification

基于两步策略的文本分类方法实验研究

何泉昊, 樊兴华, 周鹏 - 《 广西师范大学学报》(自然科学版), 2018 - gxsf.magtech.com.cn
… two-step strategy text classification,(3) experimental results comparison ofRocchio,Naive
Bayes,KNN combination used in many types of English text classification.Experimental results …

基于MapReduce 的朴素贝叶斯垃圾短信过滤研究

赵彩迪, 朱有产, 符佳慧 - Computer Science and Application, 2016 - hanspub.org
… Abstract: The massive text mining filter requires a lot of storage space and stronger … of
MapReduce-based Bayesian is proposed. Based on the improved Naive Bayesian spam SMS

[PDF][PDF] 基于可投票多数票分类器的推特情感分析

AK Abbas, AK Salih, HA Hussein, QM Hussein… - 西南交通大学 …, 2020 - academia.edu
… success in sentiment classification text categorization, and … ), Naive Bayes (NB), Bays Net
(BN), and k-nearest neighbor (… is based on combining four classifiers: naive Bayes, decision …

[PDF][PDF] 基于区分类别能力的高性能特征选择方法

徐燕[1, 李锦涛, 王斌, 孙春明[1 - 软件学报, 2008 - jos.org.cn
… (kNN)和朴素贝 叶斯(naïve Bayes)方法.选择kNN 是因为它是性能较好的分类器[10],我们选择
Naïve Bayes 方法… An empirical study of feature selection for text categorization based on term …

基于粒子群优化的快速KNN 分类算法

张国英, 沙芸, 江慧娜 - 山东大学学报(理学版), 2006 - lxbwk.njournal.sdu.edu.cn
efficient algorithm PSOKNN is proposed to reduce the computational complexity of KNN text
classification algorithm, it is based … and directed within training document set. During the …

不平衡标记差异性多标记特征选择算法.

王一宾, 吴陈, 程玉胜, 江健生 - Journal of Shenzhen …, 2020 - search.ebscohost.com
… get a more efficient feature sequence. Based on ML-kNN(multi-label k-nearest neighbor), the
… 选择(feature selection for multi-label naive Bayes classification, MLNB)算法,基于标记相关性…

基于图卷积网络的藏文新闻文本分类*

胥桂仙, 张子欣, 于绍娜, 董玉双… - 数据分析与知识 …, 2022 - manu44.magtech.com.cn
… of document category labels in the training dataset. Finally, we transformed the text classification
tasks into node classification… 基于KNN算法的藏文文本分类关键技术研究[J]. 西北民族大学…

基于维基百科的多种类型文献自动分类研究*

李湘东, 阮涛, 刘康 - 数据分析与知识发现, 2017 - manu44.magtech.com.cn
… improve the performance of text classification systems with the help … text modeling. [Results]
The proposed method improved the value of marco-F1 and micro-F1 on Naive Bayes, KNN