نتایج جستجو برای: development effort estimation
تعداد نتایج: 1751859 فیلتر نتایج به سال:
The project management process has been used in the area of Software Engineering to support managers keep projects under control. One essential processes is conduct an accurate and reliable estimation required effort complete project. This article’s objectives are: i) identify variables that influence based on correlation, ii) apply Extreme Learning Machine - ELM model for compare it with liter...
Software cost estimation is one of the most challenging tasks in software engineering. Over the past years the estimators have used parametric cost estimation models to establish software cost, however the challenges to accurate cost estimation keep evolving with the advancing technology. A detailed review of various cost estimation methods developed so far is presented in this paper. Planned e...
A new software cost estimation approach is proposed in this paper, which attempts to cluster empirical, non-homogenous project data samples via an entropy-based fuzzy k-modes clustering algorithm. The target is to identify groups of projects sharing similar characteristics in terms of cost attributes or descriptors, and utilise this grouping information to provide estimations of the effort need...
0164-1212/$ see front matter 2009 Elsevier Inc. A doi:10.1016/j.jss.2009.10.044 * Corresponding author. E-mail addresses: [email protected] (N. Mittas), The well-balanced management of a software project is a critical task accomplished at the early stages of the development process. Due to this requirement, a wide variety of prediction methods has been introduced in order to identify the best...
This paper investigates the use of various techniques including genetic programming, with public data sets, to attempt to model and hence estimate software project effort. The main research question is whether genetic programs can offer 'better' solution search using public domain metrics rather than company specific ones. Unlike most previous research, a realistic approach is taken, whereby pr...
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