Reliability of medical production rules obtained by means of aggregate data mining

• Autorzy: Szymkowiak M. , Jankowska B.
• Języki publikacji: EN

Abstrakty

EN

In the paper a method for designing production rules with uncertainty from medical aggregate data is proposed. Our main goal is to define the parameters that have an influence on the reliability of obtained rules. We distinguish two factors of reliability: global and internal ones. They determine a rule's importance in comparison to other obtained rules. Those rules compose the knowledge base of a medical Rule-Based System (RBS) aiding medical diagnosis and treatment.

Słowa kluczowe

EN

medical aggregate data mining; production rule with uncertainty; internal and global rule's reliability

PL

całokształt eksploracji danych medycznych; zasada produkcji z niepewnością; niezawodność globalnej i wewnętrzne reguły

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2010
• Tom: Vol. 16
• Strony: 103--110
• Opis fizyczny: Bibliogr. 10 poz.

Twórcy

autor

Szymkowiak M.

• Poznan University of Technology, Institute of Mathematics, ul. Piotrowo 3a, 60-965 Poznań, Poland

autor

Jankowska B.

Bibliografia

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