Some examples of reasoning with 2-uncertain rules

• Autorzy: Szymkowiak M.
• Języki publikacji: EN

Abstrakty

EN

In the paper some examples of reasoning with 2-uncertain rules are presented. First of all, they will illustrate the method for designing 2-uncertain rules from medical aggregate data. The obtained rules compose the knowledge base of a medical Rule-Based System (RBS) aiding medical diagnosis and treatment. For each obtained rule two determined factors of rules' reliability - global and internal ones - will rank it in the designed RBS. Furthermore, the presented examples will realize the influence of the reliability factors on the process of uncertain reasoning.

Słowa kluczowe

EN

medical aggregate data mining; 2-uncertain rule; reasoning chain; internal and global reliability

PL

całokształt eksploracji danych medycznych; łańcuch rozumowania; wewnętrzna i globalna solidność

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2012
• Tom: Vol. 20
• Strony: 49--57
• Opis fizyczny: Bibliogr. 10 poz., tab.

Twórcy

autor

Szymkowiak M.

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

Bibliografia

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• [9] SZYMKOWIAK M., JANKOWSKA B., Discovering Medical Knowledge from Data in Patients’ Files, ICCCI Wrocław 2009, Springer-Verlag, Berlin/Heidelberg, LNAI 5796, pp. 128-139.
• [10] SZYMKOWIAK M., JANKOWSKA B., Reliability of Medical Production Rules Obtained by means of Aggregate Data Mining, Journal of Medical Informatics & Technologies, 2010, Vol.14, pp.103-110.