Results 11 to 20 of about 43,195,377 (268)
SAW Classification Algorithm for Chinese Text Classification [PDF]
Sustainability, 2015 Considering the explosive growth of data, the increased amount of text data’s effect on the performance of text categorization forward the need for higher requirements, such that the existing classification method cannot be satisfied. Based on the study of existing text classification technology and semantics, this paper puts forward a kind of Chinese ...
Xiaoli Guo +5 more
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Chinese Text Classification by Domain Ontology Graph Based on Concept Clustering [PDF]
Jisuanji gongcheng, 2016 This paper proposes an improved Chinese text classification algorithm by Domain Ontology Graph(DOG)based on semi-supervised concept clustering.According to the DOG structure model,the ontology learning framework of Chinese classification is created,and ...
YE Shiren,SUN Ning
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Chinese News Text Classification Method via Key Feature Enhancement
Applied Sciences, 2023 (1) Background: Chinese news text is a popular form of media communication, which can be seen everywhere in China. Chinese news text classification is an important direction in natural language processing (NLP).
Bin Ge +4 more
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PLoS ONE, 2023 Text pre-processing is an important component of a Chinese text classification. At present, however, most of the studies on this topic focus on exploring the influence of preprocessing methods on a few text classification algorithms using English text ...
Dezheng Zhang +3 more
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CFSE: a Chinese short text classification method based on character frequency sub-word enhancement
Connection Science, 2023 As a foundation task of natural language processing, text classification is widely used in information retrieval, public opinion analysis, and other related tasks.
Xingguang Wang +4 more
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N-grams based feature selection and text representation for Chinese Text Classification [PDF]
International Journal of Computational Intelligence Systems, 2009 In this paper, text representation and feature selection strategies for Chinese text classification based on n-grams are discussed. Two steps feature selection strategy is proposed which combines the preprocess within classes with the feature selection ...
Zhihua Wei +4 more
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A Chinese Text Classification Model Based on Radicals and Character Distinctions
IEEE Access, 2023 Chinese characters are generally correlated with their semantic meanings, and the structure of radicals, in particular, can be a clear indication of how characters are related to each other.
Huang Yan-Xin, Li Bo
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Chinese Multilabel Short Text Classification Method Based on GAN and Pinyin Embedding
IEEE AccessWith the development of the Chinese Internet, a large amount of Chinese short text data has been generated. The multilabel classification of Chinese short texts enables more effective management and analysis. However, due to the sparsity of Chinese short
Jinpeng Bai, Xinfu Li
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A Chinese text classification system based on Naive Bayes algorithm
MATEC Web of Conferences, 2016 In this paper, aiming at the characteristics of Chinese text classification, using the ICTCLAS(Chinese lexical analysis system of Chinese academy of sciences) for document segmentation, and for data cleaning and filtering the Stop words, using the ...
Cui Wei
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Applied Sciences, 2022 Text classification aims to assign predefined labels to unlabeled sentences, which tend to struggle in real-world applications when only a few annotated samples are available.
Chengyu Song +5 more
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