{"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}
引用次数: 0
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.
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.