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Dimensionality reduction in software development effort estimation
Journal of Systems and Software, 1993Abstract During the last decade, an increasing number of researchers have attempted to address the problem of estimating software development effort. Recent empirical evaluations of the effort estimation models developed to date indicate two problems — model complexity and poor portability.
Girish H. Subramanian, Steven Breslawski
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Estimating the Effort to Develop Screen Mockups
2013 39th Euromicro Conference on Software Engineering and Advanced Applications, 2013There is empirical evidence supporting the usefulness of screen mockups in improving the comprehension of use cases. Though a cost-benefit analysis would require an estimate of the effort required to produce them. In this paper, we present an empirical study with students and professionals to estimate the effort to develop mockups starting from use ...
Giuseppe Scanniello +5 more
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Effort Estimation for the Development of Web Portals
2007In recent years, the availability of server-side, Web-oriented component technologies, such as Enterprise Java Beans, ASP .NET, SOAP, and so forth, has led to profound changes in the scenario of information systems, allowing developers to create enterprise Web applications, that is, highly-dynamic information systems able to deliver a complex amount of
S. DI MARTINO +2 more
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Engineering Effort Estimation for Product Development Projects
2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2019Cost estimation is an essential process for gaining competitive advantage in the bidding phase of every project. Besides, cost estimates are also vital for effective project control. For product development projects engineering hours is the main cost item and hence estimating engineering hours for potential product development projects is an important ...
Z. Ozturk Yurt, C. Iyigun, P. Bakal
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Using Support Vector Regression for Web Development Effort Estimation
2009The objective of this paper is to investigate the use of Support Vector Regression (SVR) for Web development effort estimation when using a cross-company data set. Four kernels of SVR were used, linear, polynomial, Gaussian and sigmoid and two preprocessing strategies of the variables were applied, namely normalization and logarithmic.
CORAZZA, ANNA +4 more
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Experiences on Developer Participation and Effort Estimation
2011 37th EUROMICRO Conference on Software Engineering and Advanced Applications, 2011Software effort estimation is critical for resource allocation and planning. Accurate estimates enable managers to distribute the workload among resources in a balanced manner. The actual workload of developers may be different from the values observed in project management tools.
Ekrem Kocaguneli +3 more
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Estimating Software Development Effort Based on Phases
2014 40th EUROMICRO Conference on Software Engineering and Advanced Applications, 2014Software development effort estimation is a very important issue in software engineering and several models have been defined to this end. In this paper, we carry out an empirical study on the estimation of software development effort broken down by phase, so that estimation can be used along the software development lifecycle.
Valentina Lenarduzzi +2 more
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Early effort estimation in web application development
Journal of Systems and Software, 2015Project planning in software industry represents one of the most complex tasks, especially when there is a need to estimate the time, cost and effort needed for development of software projects. In the field of development effort estimation for classical software projects a number of methods have been developed, tested and successfully implemented. Web
Čeke, Denis, Milašinović, Boris
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Software Development Effort Estimation — Demystifying and Improving Expert Estimation
2009The main determinant of many types of software-related investments is the amount of development effort required. The ability of software clients to make investment decisions based on cost estimates is consequently strongly tied to the software providers’ ability to estimate the effort accurately.
Magne Jørgensen, Stein Grimstad
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Estimating Development Effort for Software Architectural Tactics
2016The increased awareness of the quality requirements as a key to software project and product success makes explicit the need to include them in any software project effort estimation activity. However, the existing approaches to defining size-based effort relationships still pay insufficient attention to this need. Furthermore, existing functional size
Mohamad Kassab, Giuseppe Destefanis
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