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: 26 February 2020
    Accepted: 12 June 2020
    Published: 4 July 2020
    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: 10 September 2020
    Accepted: 27 September 2020
    Published: 7 October 2020
    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