Machine Learning Research

Volume 5, Issue 2, June 2020

  • Feature Selection and Classification of Leukemia Cancer Using Machine Learning Techniques

    Md. Alamgir Sarder, Md. Maniruzzaman, Benojir Ahammed

    Issue: Volume 5, Issue 2, June 2020
    Pages: 18-27
    Received: Feb. 26, 2020
    Accepted: Jun. 12, 2020
    Published: Jul. 04, 2020
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    Abstract: Leukemia cancer is one of the most leading detrimental cancer diseases in worldwide. A huge number of genes are responsible for cancer diseases. Therefore, it is necessary to identify the most informative genes of Leukemia cancer. The main objectives of this study are to: (i) identify the most informative genes using five feature selection techniqu... Show More
  • Diagnosis of Epilepsy Using Signal Time Domain Specifications and SVM Neural Network

    Simin Mirzayi, Saman Rajebi

    Issue: Volume 5, Issue 2, June 2020
    Pages: 28-38
    Received: Sep. 10, 2020
    Accepted: Sep. 27, 2020
    Published: Oct. 07, 2020
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    Abstract: Epilepsy is a central nervous system (neurological) disorder that is caused by abnormal pathologic oscillating activity of a group of nerve cells in the brain. The electroencephalographic signals gained from brain electrical activities are mostly used for the diagnosis of neurological diseases. These signals indicate electrical activities in the br... Show More