Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
In many Artrificial Intelligence problems an investigated object is considered as a set of its elements {ω1, . . ., ωt} and is characterized by properties of these elements and relations between them. These properties and relations may be set by predicates p1, . . ., pn. The problems appeared with such an approach become NP-complete or NP-hard ones. To decrease the computational complexity of these problems a hierarchical multi-level description of classes was suggested. A logic-predicate recognition network may be constructed according to such a multi-level description. Such a network recognizes only objects which have been presented in the training set, but it may be easily retrained by a new object. After retraining it may change its configuration i.e., the number of levels and the number of nodes in every level. A modification of such a network is offered in this paper. This modification allows to do a fuzzy recognition of a new object and to calculate the degree of certainty that this object or its part belongs to some class of objects.
Переведенное название | Нечёткая логико-предикатная сеть |
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Язык оригинала | английский |
Название основной публикации | Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019 |
Редакторы | Vilem Novak, Vladimir Marik, Martin Stepnicka, Mirko Navara, Petr Hurtik |
Издатель | Atlantis Press |
Страницы | 9-13 |
Число страниц | 5 |
ISBN (электронное издание) | 9789462527706 |
ISBN (печатное издание) | 9789462527706 |
Состояние | Опубликовано - 2020 |
Событие | 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019 - Prague, Чехия Продолжительность: 9 сен 2019 → 13 сен 2019 |
Название | Atlanties Studies in Uncertainty Modeling |
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Том | 1 |
ISSN (печатное издание) | 2589-6644 |
конференция | 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019 |
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Страна/Tерритория | Чехия |
Город | Prague |
Период | 9/09/19 → 13/09/19 |
ID: 46035193