现代信息科技2024，Vol.8Issue(12)：193-198,6.DOI:10.19850/j.cnki.2096-4706.2024.12.041
电子信息专业硕士研究生机器学习课程交叉应用案例库建设研究
Research on the Construction of Cross-application Case Library for Machine Learning in Master's Program of Electronic Information
摘要
Abstract
In the"Machine Learning"teaching of the Master's program in electronic information major,the establishment of a cross-application teaching case library is conducive to promoting the development of cross-disciplinary knowledge system by facilitating the integration of specialized knowledge.In exploring the construction ideas and content process of this application case library,specific cases are built by incorporating knowledge points from the Machine Learning course such as Radial Basis Function networks and Support Vector Machines.Ultimately,a cross-application case library is established,focusing on"Electronic Information-Liver Cancer Intelligent Diagnosis"within the medical engineering domain.The construction of a cross-application case library helps guide students to grasp the practical application of Machine Learning from real-world cases.It holds significant importance in promoting comprehensive learning,interdisciplinary collaboration,innovation,and problem-solving.This is beneficial not only for students but also has a crucial impact on practical applications and societal development across various fields.关键词
交叉应用案例库/机器学习/支持向量机/MindSpore框架/模糊分类Key words
cross-application case library/Machine Learning/Support Vector Machine/MindSpore framework/fuzzy classification分类
信息技术与安全科学引用本文复制引用
王小梨,冯影,吴润杰..电子信息专业硕士研究生机器学习课程交叉应用案例库建设研究[J].现代信息科技,2024,8(12):193-198,6.基金项目
2021年度广东省基础与应用基础研究基金省市联合基金项目(2021A1515110078) （2021A1515110078）
广东技术师范大学人才引进项目(2022SDKYA002) （2022SDKYA002）
广东技术师范大学专业学位研究生教学案例库建设项目(2022YJSPY03010) （2022YJSPY03010）
广东技术师范大学《机器学习》示范课程(2024XJSFKC010) （2024XJSFKC010）
