Vaishali Jain

Work place: Department of CSE & IT, ITM University, Gurgaon-122017, India

E-mail: vaishalijain.v@gmail.com

Website:

Research Interests: Applied computer science, Computational Science and Engineering, Computer systems and computational processes, Theoretical Computer Science, Data Structures and Algorithms

Biography

Vaishali Jain received her B.Tech in Computer Science and Engineering from P.D.M College of Engineering, Bahadurgarh, India in 2011. She is currently pursuing M.Tech in Computer Science and Engineering from ITM University, Gurgaon, India. Her interest areas are Fuzzy Logic, Expert systems.

Author Articles
Improving the Prediction Rate of Diabetes using Fuzzy Expert System

By Vaishali Jain Supriya Raheja

DOI: https://doi.org/10.5815/ijitcs.2015.10.10, Pub. Date: 8 Sep. 2015

The use of fuzzy logic in disease diagnosis is very common and beneficial as it incorporates the knowledge and experience of physician into fuzzy sets and rules. Most of the research proposed different systems for the diabetes diagnosis. But their accuracy of prediction is not accurate. So, the proposed system presents promising approach for accurately predicting the diabetes by considering the different parameters which are helpful in the diagnosis of diabetes. The proposed fuzzy verdict mechanism takes the information collected from the patients as inputs in the form of datasets. System considers both rules and physicians knowledge to provide the prediction rate of diabetes. Evaluation shows the approach results in better accuracy as compared to other prediction approaches.

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