International Journal of Intelligent Information Systems

Archive

Volume 4, Issue 6, December 2015

  • Information Accessibility and Utilization: The Panacea to Job Performance and Productivity of Academic StaffIn the Faculties of Agricultural Sciences: A Case Study

    Familusi E. B., N. A. Ajayi

    Issue: Volume 4, Issue 6, December 2015
    Pages: 95-100
    Received: 21 June 2015
    Accepted: 19 August 2015
    Published: 19 November 2015
    DOI: 10.11648/j.ijiis.20150406.11
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    Abstract: This study probes into accessibility and utilization of information resources by academic staff in the Faculties of Agricultural Sciences of selected universities in the Southwest, Nigeria. The objectives of this study were to determine the level of information access and utilization, identify the factors responsible for low productivity, and inves... Show More
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  • An XCS-Based Algorithm for Classifying Imbalanced Datasets

    Hooman Sanatkar, Saman Haratizadeh

    Issue: Volume 4, Issue 6, December 2015
    Pages: 101-105
    Received: 5 November 2015
    Accepted: 22 November 2015
    Published: 14 December 2015
    DOI: 10.11648/j.ijiis.20150406.12
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    Abstract: Imbalanced datasets are datasets with different samples distribution in which the distribution of samples in one class is scientifically more than other class samples. Learning a classification model for such imbalanced data has been shown to be a tricky task. In this paper we will focus on learning classifier systems, and will suggest a new XCS-ba... Show More
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