- Tytuł:
- Clustering algorithm for classification methods
- Autorzy:
-
Łęski, J.
Jeżewski, M. - Powiązania:
- https://bibliotekanauki.pl/articles/333004.pdf
- Data publikacji:
- 2012
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
grupowanie
klasyfikacja
clustering
classification
class boundaries - Opis:
- Classification plays an important role in many fields of life, including medical diagnosis support. In the paper, fuzzy clustering algorithm dedicated to classification methods is proposed. Its goal is to find pairs of prototypes located near boundaries of both classes of objects. The minimization procedure of the proposed criterion function is described. The algorithm for determining the value of the clustering parameter is also presented. Presented results (synthetic dataset) confirm correctness of clustering - most of final prototypes, determined based on obtained pairs, are located between boundary of two classes.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2012, 20; 11-18
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki
Artykuł