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MUHAMMAD AMMAR BIN SHAFI
ammar@uthm.edu.my
View Curriculum Vitae

Note : H-index and Citation are based on current records accessed through the Scopus API.


  • Areas of Research Interest
    •               
    Statistics Modeling (Multiple Linear Regression, MLR with Support Vector Machine, Logistics, Linear, Non-Linear)

                  
    Fuzzy Statistics (F. Logic, F. Linear Regression, FLR with Support Vector Machine, F. Least Square Regression, F. C-Mean, F. Time Series)

                  
    Time Series

  • List of Grant Awarded
    • 01-AUG-24 ~ 31-JUL-26 K515 : A New Intelligent Modeling of Hybrid Fuzzy Approach towards Early Predictive High-Risk Symptoms of Breast Cancer in Malaysia
    Prediction Hybrid of Fuzzy modeling, linear programming parameter, statistical measurement error, Kebangsaan, RM 70200

    01-JUL-24 ~ 30-JUN-26 Q701 : An Effective Hybrid of Fuzzy Prediction towards High-Risk Symptoms of Breast Cancer in Malaysia
    Hybrid model, Fuzzy prediction, high-risk symptoms, breast cancer, statistical error measurement, Universiti, RM 20000

    01-NOV-23 ~ 30-APR-26 Q561 : Clustering of Fuzzy Support Machine Learning Application in Predicting early symptoms of Lung Cancer at Malaysia
    Fuzzy clustering, hybrid model, statistical measurement error, high risk symptoms, Universiti, RM 45000

    07-SEP-21 ~ 06-SEP-23 K384 : A New Hybrid Two Stages of Fuzzy Linear Regression Clustering Models to Predict High Risk Symptoms of Lung Cancer in Malaysia
    Two Stages of Fuzzy Linear Regression Models, Fuzzy C-Mean, Support Vector Machine, Lung Cancer, Kebangsaan, RM 80600

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