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Hybrid Improved Brain Storm Optimization with Support Vector Machine for Cardiovascular Diseases Classification

Yifei Sun Wenya Shi Shi Cheng Kashif Talpur Yuhui Shi

清华大学学报自然科学版（英文版）2026，Vol.31Issue(1)：142-161,20.

清华大学学报自然科学版（英文版）2026，Vol.31Issue(1)：142-161,20.DOI:10.26599/TST.2024.9010136

Hybrid Improved Brain Storm Optimization with Support Vector Machine for Cardiovascular Diseases Classification

Yifei Sun ¹Wenya Shi ¹Shi Cheng ²Kashif Talpur ³Yuhui Shi⁴

作者信息

1. School of Physics and Information Technology,Shaanxi Normal University,Xi'an 710119,China
2. School of Computer Science,Shaanxi Normal University,Xi'an 710119,China
3. Department of Science and Engineering,Solent University,Southampton 023 8201 3303,UK
4. Department of Computer Science and Engineering,Southern University of Science and Technology,Shenzhen 518055,China
折叠

摘要

关键词

classification/cardiovascular diseases/Improved Brain Storm Optimization(IBSO)/knowledge-driven intelligent initialization/Support Vector Machine(SVM)

Key words

classification/cardiovascular diseases/Improved Brain Storm Optimization(IBSO)/knowledge-driven intelligent initialization/Support Vector Machine(SVM)

引用本文复制引用

Yifei Sun,Wenya Shi,Shi Cheng,Kashif Talpur,Yuhui Shi..Hybrid Improved Brain Storm Optimization with Support Vector Machine for Cardiovascular Diseases Classification[J].清华大学学报自然科学版（英文版）,2026,31(1):142-161,20.

基金项目

This work was supported by the Natural Science Basic Research Plan in Shaanxi Province of China(Nos.2022JM-381 and 2017JQ6070),the National Natural Science Foundation of China(No.61703256),the Foundation of State Key Laboratory of Public Big Data(No.PBD2022-08),and the Fundamental Research Funds for the Central Universities(Nos.GK202201014,GK202202003,and GK201803020). （Nos.2022JM-381 and 2017JQ6070）

清华大学学报自然科学版（英文版）

ISSN：1007-0214

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