- Tytuł:
- Problems of medical data mining
- Autorzy:
- Szpunar-Huk, E.
- Powiązania:
- https://bibliotekanauki.pl/articles/951662.pdf
- Data publikacji:
- 2004
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
wybieranie danych
medyczne przetwarzanie danych
zestawy reguł
data mining
medical data processing
rule sets - Opis:
- The article discusses the main problems connected to the specificity of medical aspects, especially as concerns the quality and means of selection of data and tools used for constructing classification systems. Special attention is devoted to the risks inherent in direct application of classical knowledge extraction algorithms (such as the algorithms for constructing decision trees) to medical data. The article describes some attempts at solving emerging problems and points to the need for analysis of classifiers with regard to more than just their potential redundancy and mutual exclusion. The article also proposes two functions, useful for analysing rule sets with focus on data semantics.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2004, 7; KB91-98
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki
Artykuł