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Adaptive algorithm of classifcation on the missing data
Автор | Alexander V. Medvedev | |
Автор | Daniil A. Melekh | |
Автор | Natalia A. Sergeeva | |
Автор | Olesya V. Chubarova | |
Дата внесения | 2020-01-20T07:15:03Z | |
Дата, когда ресурс стал доступен | 2020-01-20T07:15:03Z | |
Дата публикации | 2019-09 | |
Библиографическое описание | Alexander V. Medvedev. Adaptive algorithm of classifcation on the missing data [Текст] / Alexander V. Medvedev, Daniil A. Melekh, Natalia A. Sergeeva, Olesya V. Chubarova // Applied Methods of Statistical Analysis Statistical Computation and Simulation. — 2019. — С. 292-298 | |
URI (для ссылок/цитирований) | http://amsa.conf.nstu.ru/amsa2019/proceedings/ | |
URI (для ссылок/цитирований) | https://elib.sfu-kras.ru/handle/2311/128728 | |
Аннотация | The problem of classi cation by data with gaps, bypassing the stage of their lling, is considered. An adaptive restructuring of algorithms is proposed as a result of the introduction of corresponding indicators into them. The indicators take into account the ow of current information, on the basis of which a decision is made to change the algorithm and the data processing technology itself at each cycle. Computational procedures are based on non-parametric estimation, are given their settings and the results of numerical modeling. Сборник проходит регистрацию в базе Scoupus. | |
Тема | supervised learning | |
Тема | missing data | |
Тема | adaptive algorithm | |
Тема | nonparametric estimation of probability density | |
Тема | smoothing window | |
Тема | kernel function | |
Тема | numeric and nominal features | |
Название | Adaptive algorithm of classifcation on the missing data | |
Тип | Journal Article | |
Тип | Journal Article Preprint | |
Страницы | 292-298 | |
ГРНТИ | 28.17.19 | |
Дата обновления | 2020-01-20T07:15:03Z | |
Институт | Институт космических и информационных технологий | |
Подразделение | Кафедра информационных систем | |
Журнал | Applied Methods of Statistical Analysis Statistical Computation and Simulation | |
Квартиль журнала в Scopus | без квартиля |