Classification and recognition of milk somatic cells based on fusion of fuzzy integral multiple classifiers

Wei-Jie Yang, Heru Xue, Jie Bai
{"title":"Classification and recognition of milk somatic cells based on fusion of fuzzy integral multiple classifiers","authors":"Wei-Jie Yang, Heru Xue, Jie Bai","doi":"10.1109/aiea53260.2021.00087","DOIUrl":null,"url":null,"abstract":"The source link of dairy farming is to ensure the quality and safety of dairy products. The main reason for milk damage is that dairy cows suffer from mastitis. The diagnosis and treatment of cow mastitis is mainly based on the type and number of somatic cells contained in milk. Aiming at the existing problem of milk somatic cell classification, this paper proposes a multiple classifier fusion based on fuzzy integral, the method of classifying milk somatic cell recognition, the classifier fusion after milk somatic cell classification results, comparing with the traditional single classifier classification results, the experimental results show that the classifier of milk somatic cell fusion classification results more accurate.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"177 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/aiea53260.2021.00087","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The source link of dairy farming is to ensure the quality and safety of dairy products. The main reason for milk damage is that dairy cows suffer from mastitis. The diagnosis and treatment of cow mastitis is mainly based on the type and number of somatic cells contained in milk. Aiming at the existing problem of milk somatic cell classification, this paper proposes a multiple classifier fusion based on fuzzy integral, the method of classifying milk somatic cell recognition, the classifier fusion after milk somatic cell classification results, comparing with the traditional single classifier classification results, the experimental results show that the classifier of milk somatic cell fusion classification results more accurate.
基于模糊积分多分类器融合的乳体细胞分类识别
奶业养殖的源头环节是保证乳制品的质量安全。牛奶受损的主要原因是奶牛患了乳腺炎。奶牛乳腺炎的诊断和治疗主要依据牛奶中所含体细胞的种类和数量。针对乳体细胞分类存在的问题,本文提出了一种基于模糊积分的多分类器融合的乳体细胞分类识别方法,将分类器融合后的乳体细胞分类结果,与传统的单分类器分类结果相比,实验结果表明,该分类器融合后的乳体细胞分类结果更加准确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书