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    National Tsing Hua University Institutional Repository > 電機資訊學院 > 資訊工程學系 > 期刊論文 >  A Study of Improving the Accuracy of Software Effort Estimation Using Linearly Weighted Combinations

    Please use this identifier to cite or link to this item: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/82439

    Title: A Study of Improving the Accuracy of Software Effort Estimation Using Linearly Weighted Combinations
    Authors: C. J. Hsu;N. U. Rodas;C. Y. Huang;K. L. Peng
    教師: 黃慶育
    Date: 2010
    Publisher: Institute of Electrical and Electronics Engineers
    Relation: 2010 IEEE 34th Annual Computer Software and Applications Conference Workshops, Seoul, Korea, July 19-23, 2010, pp. 98-103
    Keywords: effort estimation
    linear combinations
    software engineering
    weights assignments
    Abstract: An accurate prediction of software effort has been the goal of successful software project management for more than thirty years. In order to achieve this goal, many software effort estimation methods have been proposed. Unfortunately, none of these methods developed thus far have been able to offer consistent prediction accuracy in all cases. In this paper, therefore, we integrate several software effort estimation methods and assign linear weights for combinations. It is noted that the weight assignment is based on the outcome of single methods. Seven public datasets and three criteria are used to evaluate the accuracy of our combinational models. Experimental results show that the proposed combination models are a useful method for improving estimation accuracy.
    Relation Link: http://doi.ieeecomputersociety.org/10.1109/COMPSACW.2010.27
    URI: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/82439
    Appears in Collections:[資訊工程學系] 期刊論文
    [資訊系統與應用研究所] 會議論文

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