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Research on Forecasting of Student Grade Based on Adaptive K-Means and Deep Neural Network

Autor: Xinfen Yang, Hao Zhang, Renmei Chen, Shasha Li, Ni Zhang, Biao Wang, Xin Wang

Publikováno v: Wireless Communications and Mobile Computing. 2022:1-12

Artificial intelligence (AI) has been widely used in AIEd (AI empowers education industry). In this paper, we conduct mining and prediction of influencing factors of student performance based on education data set. First, we apply data mining and ana

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c60e09b8caac9ed5231fd7249334503b
https://doi.org/10.1155/2022/5454158

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The Use of Genetic Algorithm, Multikernel Learning, and Least-Squares Support Vector Machine for Evaluating Quality of Teaching

Autor: Yingying Yi, Hao Zhang, Hanen Karamti, Shasha Li, Renmei Chen, Huan Yan, Chenguang Wang

Publikováno v: Scientific Programming. 2022:1-11

The educational data mining (EDM) methods are increasingly diversified. In this research, a hybrid method of multikernel learning (MKL), least-squares support vector machine (LSSVM), and genetic algorithm (GA) is employed to evaluate teaching quality

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b383ff7755642479ae58956f45d4f37
https://doi.org/10.1155/2022/4588643

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