- Tytuł:
- Ant-based extraction of rules in simple decision systems over ontological graphs
- Autorzy:
-
Pancerz, K.
Lewicki, A.
Tadeusiewicz, R. - Powiązania:
- https://bibliotekanauki.pl/articles/330276.pdf
- Data publikacji:
- 2015
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
ant based clustering
decision system
DRSA
ontological graphs
rule extraction
system decyzyjny
grafy ontologiczne
ekstrakcja reguł - Opis:
- In the paper, the problem of extraction of complex decision rules in simple decision systems over ontological graphs is considered. The extracted rules are consistent with the dominance principle similar to that applied in the dominance-based rough set approach (DRSA). In our study, we propose to use a heuristic algorithm, utilizing the ant-based clustering approach, searching the semantic spaces of concepts presented by means of ontological graphs. Concepts included in the semantic spaces are values of attributes describing objects in simple decision systems.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2015, 25, 2; 377-387
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł