Ensembles and locality: Insight on improving software effort estimation
نویسندگان
چکیده
منابع مشابه
Ensembles and locality: Insight on improving software effort estimation
Context: Ensembles of learning machines and locality are considered two important topics for the next research frontier on Software Effort Estimation (SEE). Objectives: We aim at (1) evaluating whether existing automated ensembles of learning machines generally improve SEEs given by single learning machines and which of them would be more useful; (2) analysing the adequacy of different locality...
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Software effort estimation is an important process of system development life cycle, as it may affect the success of software projects if project designers estimate the projects inaccurately. In the past of few decades, various effort prediction models have been proposed by academicians and practitioners. Traditional estimation techniques include Lines of Codes (LOC), Function Point Analysis (F...
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Accurate estimating is one of the most important activities in the field of software project management. Different aspects of software projects must be estimated among which time and effort are of significant importance to efficient project planning. Due to complexity of software projects and lack of information at the early stages of project, reliable effort estimation is a challenging issue. ...
متن کاملAn Improved Algorithmic Method for Software Development Effort Estimation
Accurate estimating is one of the most important activities in the field of software project management. Different aspects of software projects must be estimated among which time and effort are of significant importance to efficient project planning. Due to complexity of software projects and lack of information at the early stages of project, reliable effort estimation is a challenging issue. ...
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A cornerstone of software project management is effort estimation, the process by which effort is forecasted and used as basis to predict costs and allocate resources effectively, so enabling projects to be delivered on time and within budget. Effort estimation is a very complex domain where the relationship between factors is non-deterministic and has an inherently uncertain nature, and where ...
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ژورنال
عنوان ژورنال: Information and Software Technology
سال: 2013
ISSN: 0950-5849
DOI: 10.1016/j.infsof.2012.09.012