Search Results - "Mat Radzi, Siti Fairuz"

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  1. 1

    Impact of Image Contrast Enhancement on Stability of Radiomics Feature Quantification on a 2D Mammogram Radiograph by Mat Radzi, Siti Fairuz, Abdul Karim, Muhammad Khalis, Saripan, M Iqbal, Abd Rahman, Mohd Amiruddin, Osman, Nurul Huda, Dalah, Entesar Zawam, Mohd Noor, Noramaliza

    Published in IEEE access (2020)
    “…The present work aimed to evaluate the reproducibility of radiomics features derived from manual delineation and semiautomatic segmentation after enhancement…”
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    Journal Article
  2. 2

    Hyperparameter Tuning and Pipeline Optimization via Grid Search Method and Tree-Based AutoML in Breast Cancer Prediction by Radzi, Siti Fairuz Mat, Karim, Muhammad Khalis Abdul, Saripan, M Iqbal, Rahman, Mohd Amiruddin Abd, Isa, Iza Nurzawani Che, Ibahim, Mohammad Johari

    Published in Journal of personalized medicine (29-09-2021)
    “…Automated machine learning (AutoML) has been recognized as a powerful tool to build a system that automates the design and optimizes the model selection…”
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    Journal Article
  3. 3

    Ensemble ARIMA-LSTM Algorithm in Predicting Agriculture Commodities Market Price for Farmer's Education by Hakim, Athiyyah Qistina Abdul, Rahman, Mohd Amiruddin Abd, Radzi, Siti Fairuz Mat

    “…Agriculture is crucial as the backbone of national economy and source of food for human. To be adapted with Industry 4.0, farmers should possessed the…”
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    Conference Proceeding