Results 11 to 20 of about 1,745,508 (275)
Text Classification Algorithms: A Survey
Information, 2019 In recent years, there has been an exponential growth in the number of complex documents and texts that require a deeper understanding of machine learning methods to be able to accurately classify texts in many applications.
Kamran Kowsari +5 more
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Automated big text security classification [PDF]
2016 IEEE Conference on Intelligence and Security Informatics (ISI), 2016 Pre-print of Best Paper Award IEEE Intelligence and Security Informatics (ISI) 2016 ...
Alzhrani, Khudran +3 more
openaire +3 more sources
Automatic Classification of Text Complexity
Applied Sciences, 2020 This work introduces an automatic classification system for measuring the complexity level of a given Italian text under a linguistic point-of-view.
Valentino Santucci +3 more
doaj +1 more source
Summary of text classification methods
网络与信息安全学报, 2019 How to effectively classify text has become a hot topic.Firstly,the concept of text classification,word segmentation,feature extraction and text classification methods were introduced,and the research actuality was summarized.And then the challenges of ...
You YU, Yu FU, Xiaoping WU
doaj +3 more sources
Using Collaborative Tagging for Text Classification: From Text Classification to Opinion Mining
Informatics, 2013 Numerous initiatives have allowed users to share knowledge or opinions using collaborative platforms. In most cases, the users provide a textual description of their knowledge, following very limited or no constraints.
Eric Charton +3 more
doaj +1 more source
Measurement: Sensors, 2023 Text classification technique is advancing rapidly alongside AI technology, showing signs of maturity. Moreover, there are always many unrestricted constraints that text classification must deal with in practical settings.
Myagmarsuren Orosoo +6 more
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ELMo-CNN-BiGRU Dual-Channel Text Sentiment Classification Model [PDF]
Jisuanji gongcheng, 2022 Text sentiment classification helps users make better decisions by analyzing and reasoning subjective texts with emotional colors.Addressing the difficulty in adjusting the word vector according to the context information in traditional sentiment ...
WU Di, WANG Ziyu, ZHAO Weichao
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Evolving text classification rules with genetic programming [PDF]
, 2005 We describe a novel method for using genetic programming to create compact classification rules using combinations of N-grams (character strings). Genetic programs acquire fitness by producing rules that are effective classifiers in terms of precision ...
Anthony N. +14 more
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Feature-enhanced text-inception model for Chinese long text classification
Scientific Reports, 2023 To solve the problem regarding unbalanced distribution of multi-category Chinese long texts and improve the classification accuracy thereof, a data enhancement method was proposed.
Guo Yang +4 more
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Comparative analysis of text classification algorithms for automated labelling of quranic verses [PDF]
, 2017 The ultimate goal of labelling a Quranic verse is to determine its corresponding theme. However, the existing Quranic verse labelling approach is primarily depending on the availability of Quranic scholars who have expertise in Arabic language and ...
Adeleke, Abdullah +3 more
core +2 more sources