{"title":"基于模糊集运算的决策融合","authors":"A. Loskiewicz-Buczak, R. Uhrig","doi":"10.1109/FUZZY.1994.343561","DOIUrl":null,"url":null,"abstract":"This paper documents the work on a method for information fusion for the purpose of classification. The decision system proposed is an active system, which does not always fuse the decisions from all the sensors available. The decision module is a fuzzy system, performing the generalized mean operation. The final decision is obtained from the aggregated decision by means of /spl alpha/-cuts. The fusion method developed is applied to the problem of vibration analysis and the fusion results are described. The decisions to be fused are obtained using neural networks.<<ETX>>","PeriodicalId":153967,"journal":{"name":"Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":"{\"title\":\"Decision fusion by fuzzy set operations\",\"authors\":\"A. Loskiewicz-Buczak, R. Uhrig\",\"doi\":\"10.1109/FUZZY.1994.343561\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper documents the work on a method for information fusion for the purpose of classification. The decision system proposed is an active system, which does not always fuse the decisions from all the sensors available. The decision module is a fuzzy system, performing the generalized mean operation. The final decision is obtained from the aggregated decision by means of /spl alpha/-cuts. The fusion method developed is applied to the problem of vibration analysis and the fusion results are described. The decisions to be fused are obtained using neural networks.<<ETX>>\",\"PeriodicalId\":153967,\"journal\":{\"name\":\"Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1994-06-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FUZZY.1994.343561\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FUZZY.1994.343561","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
This paper documents the work on a method for information fusion for the purpose of classification. The decision system proposed is an active system, which does not always fuse the decisions from all the sensors available. The decision module is a fuzzy system, performing the generalized mean operation. The final decision is obtained from the aggregated decision by means of /spl alpha/-cuts. The fusion method developed is applied to the problem of vibration analysis and the fusion results are described. The decisions to be fused are obtained using neural networks.<>
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