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Connection Science Volume 34, 2022 - Issue 1
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Articles

WTL-CNN: a news text classification method of convolutional neural network based on weighted word embedding

Weidong Zhaoa College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, People’s Republic of China
,
Lin Zhua College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, People’s Republic of China
,
Ming Wangb Qingdao Customs Technology Center, Qingdao, People’s Republic of ChinaCorrespondence[email protected]
,
Xiliang Zhangc Shandong Expressway Information Group Co., Ltd., Jinan, People’s Republic of China
&
Jinming Zhangd Shandong Qilu Electronic Tendering and Procurement Service Co., Ltd., Jinan, People’s Republic of China
Pages 2291-2312 | Received 17 Apr 2022, Accepted 20 Aug 2022, Published online: 29 Aug 2022

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Weidong Zhao, Xiaotong Liu, Jun Jing & Rongchang Xi. (2022) Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding. Connection Science 34:1, pages 2652-2670.
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Yanping Chen, Xinyang Zhong, Yijun Liu, Bo Dong & Qinghua Zheng. (2023) A deep penetration network for sentence classification. Information Fusion 95, pages 174-185.
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Rasheed Ahmad, Izzat Alsmadi & Mohammad Al-Ramahi. (2023) Optimization of deep learning models: benchmark and analysis. Advances in Computational Intelligence 3:2.
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Hui Li, Yan Yan, Shuo Wang, Juan Liu & Yunpeng Cui. (2023) Text classification on heterogeneous information network via enhanced GCN and knowledge. Neural Computing and Applications.
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Sruthy Manmadhan & Binsu C. Kovoor. (2023) Object-Assisted Question Featurization and Multi-CNN Image Feature Fusion for Visual Question Answering. International Journal of Intelligent Information Technologies 19:1, pages 1-19.
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Amit Kumar Nandanwar & Jaytrilok Choudhary. (2023) Contextual Embeddings-Based Web Page Categorization Using the Fine-Tune BERT Model. Symmetry 15:2, pages 395.
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Keji Mao, Jinyu Xu, Xingda Yao, Jiefan Qiu, Kaikai Chi & Guanglin Dai. (2022) A Text Classification Model via Multi-Level Semantic Features. Symmetry 14:9, pages 1938.
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