{"title":"智能分析三位置图形机械臂的动力学，如“鼠标”，作为行为生物识别的一个元素","authors":"А.Г. Уймин","doi":"10.36622/vstu.2022.88.2.018","DOIUrl":null,"url":null,"abstract":"Проанализированы и описаны основные инструменты анализа поведенческой биометрии на основе данных мыши, подготовлен dataset на основе данных; разработана схема алгоритма предварительной обработки данных приведено его обоснование.\n The main tools for analyzing behavioral biometrics based on mouse data are analyzed and described, a dataset based on data is prepared; a scheme of a data preprocessing algorithm is developed, its justification is given; DL models for CA and AD are analyzed based on the analysis, a model of behavioral biometrics is proposed within the framework of the problem being solved.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"INTELLIGENT ANALYSIS OF THE DYNAMICS OF A THREE-POSITION GRAPHICAL MANIPULATOR, SUCH AS A \\\"MOUSE\\\", AS AN ELEMENT OF BEHAVIORAL BIOMETRICS\",\"authors\":\"А.Г. Уймин\",\"doi\":\"10.36622/vstu.2022.88.2.018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Проанализированы и описаны основные инструменты анализа поведенческой биометрии на основе данных мыши, подготовлен dataset на основе данных; разработана схема алгоритма предварительной обработки данных приведено его обоснование.\\n The main tools for analyzing behavioral biometrics based on mouse data are analyzed and described, a dataset based on data is prepared; a scheme of a data preprocessing algorithm is developed, its justification is given; DL models for CA and AD are analyzed based on the analysis, a model of behavioral biometrics is proposed within the framework of the problem being solved.\",\"PeriodicalId\":331043,\"journal\":{\"name\":\"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ\",\"volume\":\"80 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.36622/vstu.2022.88.2.018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.36622/vstu.2022.88.2.018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
INTELLIGENT ANALYSIS OF THE DYNAMICS OF A THREE-POSITION GRAPHICAL MANIPULATOR, SUCH AS A "MOUSE", AS AN ELEMENT OF BEHAVIORAL BIOMETRICS
Проанализированы и описаны основные инструменты анализа поведенческой биометрии на основе данных мыши, подготовлен dataset на основе данных; разработана схема алгоритма предварительной обработки данных приведено его обоснование.
The main tools for analyzing behavioral biometrics based on mouse data are analyzed and described, a dataset based on data is prepared; a scheme of a data preprocessing algorithm is developed, its justification is given; DL models for CA and AD are analyzed based on the analysis, a model of behavioral biometrics is proposed within the framework of the problem being solved.
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