Machine Learning Research

Volume 3, Issue 2, June 2018

  • GIS-Based Analysis of Changing Surface Water in Rajshahi City Corporation Area Using Support Vector Machine (SVM), Decision Tree & Random Forest Technique

    Mahbina Akter Mim, K. M. Shawkat Zamil

    Issue: Volume 3, Issue 2, June 2018
    Pages: 11-17
    Received: 22 July 2018
    Accepted: 1 August 2018
    Published: 3 September 2018
    Abstract: Water is one of the essential natural resources of nature. All living creature depends on water. Living creatures are using water for their different purposes. Earth’s large portion is covered by salt water but very less has fresh water. Freshwater can be found as groundwater and surface water. Surface water is stored as waterbodies on the surface ... Show More
  • Experimental Study of Hydrodynamic Characteristics and Heat Transfer for a Fluid Flow into a Non-Traditional Machining

    Raad Muzahem Fenjan

    Issue: Volume 3, Issue 2, June 2018
    Pages: 18-27
    Received: 6 August 2018
    Accepted: 17 August 2018
    Published: 13 September 2018
    Abstract: The non-traditional method used in this work was an electrochemical machining. The experimental work includes designing of machining cell, preparing of fluid solution, selecting the work piece and designing of test rig. The aim of this paper was obtain the gap profile which based on the deviation with respect to equilibrium gap width, also, the ele... Show More
  • Vertex Colorings of Graph and Some of Their Applications in Promoting Global Competitiveness for National Growth and Productivity

    Abdulazeez Idris, Bashir Ismail, Mustapha Usman Jama’are, Dahiru Zaharaddeen

    Issue: Volume 3, Issue 2, June 2018
    Pages: 28-32
    Received: 28 July 2018
    Accepted: 21 August 2018
    Published: 19 September 2018
    Abstract: This paper studies various results on vertex colorings of simple connected graphs, chromatic number, chromatic polynomials and some Algebraic properties of chromatic polynomials. Results were obtained on the roots of chromatic polynomials of simple connected graphs based on Read’s conjecture. The chromatic number of every graph is the minimum numbe... Show More
  • Analysis on Detection of Chalkiness for Myanmar Rice Using Image Processing

    Thae Nu Wah, Hla Myo Tun

    Issue: Volume 3, Issue 2, June 2018
    Pages: 33-48
    Received: 12 August 2018
    Accepted: 28 August 2018
    Published: 25 September 2018
    Abstract: The paper presents the analysis on detection of chalkiness of Myanmar Rice using image processing with the help of MATLAB. Chalkiness is a major control in rice production because it is one of the key factors determining grain quality (appearance, processing, milling, storing, eating, and cooking quality) and price. Its reduction is a major goal, a... Show More