An Intelligent System based on Fuzzy Inference System toprophesy the brutality of Cardio Vascular Disease
سال انتشار: 1394
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 482
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شناسه ملی سند علمی:
JR_ACSIJ-4-6_017
تاریخ نمایه سازی: 4 خرداد 1395
چکیده مقاله:
To unravel hidden relationships and diagnose diseases efficiently,Data Mining along with Soft Computing Techniques are used inseveral researches. Cardio Vascular Disease is a condition whichleads to severe disability and death. Since the diagnosis involvesvague symptoms and tedious procedures, diagnosis is usuallytime-consuming and erroneous. For the healthier analysis andtreatment of heart disease based on brutality, an Intellectual,accurate and proficient investigative system is needed. Fordiagnosing heart disease with improved effectiveness, anIntelligent Fuzzy Inference System is needed. This paperillustrates how Fuzzy Inference System is used to envisage theseverity of disease by constructing an effective Fuzzy Rule Base.It is also proved that a precision of 95.23% is obtained whenFuzzy System is used in severity prediction
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نویسندگان
s Sivagowry
Department of Computer Science, Engineering and Technology, Bharathidasan University,Tiruchirapalli, Tamilnadu 620024, India
m Durairaj
Department of Computer Science, Engineering and Technology, Bharathidasan University,Tiruchirapalli, Tamilnadu 620024, India