American Journal of Data Mining and Knowledge Discovery

Volume 5, Issue 1, June 2020

  • Service-oriented Data Mining Architecture for Climate-Smart Agriculture

    Ajwang Stephen Oloo

    Issue: Volume 5, Issue 1, June 2020
    Pages: 1-10
    Received: 16 January 2020
    Accepted: 10 February 2020
    Published: 19 February 2020
    Abstract: The increasing volume of agricultural data and the availability of advanced technologies such as mobile platforms and connected devices have revolutionized the way data is captured, processed, stored and mined. The technologies have been applied in everyday life including agriculture, to enable creation of seamless systems that are intuitive and ca... Show More
  • Prediction of Agro Products Sales Using Regression Algorithm

    Terungwa Simon Yange, Charity Ojochogwu Egbunu, Oluoha Onyekwere, Kater Amos Foga

    Issue: Volume 5, Issue 1, June 2020
    Pages: 11-19
    Received: 3 June 2020
    Accepted: 17 June 2020
    Published: 6 July 2020
    Abstract: This study aimed at developing a system using support vector machine (SVM) that will forecast sales of farm products for an agricultural farm so that managers can take strategic decisions timely to better market the excess farm products which some by nature are perishable. The sales prediction model used SVMs and Fuzzy Theory. The implementation wa... Show More