{"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.