基于堆叠卷积自编码器、Siamese网络和Wasserstein自编码器的无监督特征学习异常点检测:在癫痫检测中的应用

{"title":"基于堆叠卷积自编码器、Siamese网络和Wasserstein自编码器的无监督特征学习异常点检测:在癫痫检测中的应用","authors":"Zara Alaverdyan, Jiazheng Chai, C. Lartizien","doi":"10.1007/978-3-030-00889-5_24","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Unsupervised Feature Learning for Outlier Detection with Stacked Convolutional Autoencoders, Siamese Networks and Wasserstein Autoencoders: Application to Epilepsy Detection\",\"authors\":\"Zara Alaverdyan, Jiazheng Chai, C. Lartizien\",\"doi\":\"10.1007/978-3-030-00889-5_24\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":343890,\"journal\":{\"name\":\"DLMIA/ML-CDS@MICCAI\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"DLMIA/ML-CDS@MICCAI\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/978-3-030-00889-5_24\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"DLMIA/ML-CDS@MICCAI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/978-3-030-00889-5_24","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}