94 citations
- University of SharjahAE8 papers
- Western UniversityCA4 papers
- University of Detroit MercyUS3 papers
- Aristotle University of ThessalonikiGR1 paper
- Community Sector Council Newfoundland and LabradorCA1 paper
- École de Technologie SupérieureCA1 paper
- Faculty (United Kingdom)GB1 paper
- Memorial University of NewfoundlandCA1 paper
- Mohammed V UniversityMA1 paper
- National Research Council CanadaCA1 paper
- Princess Sumaya University for TechnologyJO1 paper
- Private Pädagogische Hochschule der Diözese LinzAT1 paper
13 papers · 1 filter
On the Value of Project Productivity for Early Effort Estimation
Mohammad Azzeh, Ali Bou Nassif, Yousef Elsheikh +1
In general, estimating software effort using a Use Case Point (UCP) size requires the use of productivity as a second prediction factor. However, there are three drawbacks to this…
Predicting Software Effort from Use Case Points: A Systematic Review
Mohammad Azzeh, Ali Bou Nassif, Imtinan Attili
Context: Predicting software project effort from Use Case Points (UCP) method is increasingly used among researchers and practitioners. However, unlike other effort estimation doma…
Software Development Effort Estimation Using Regression Fuzzy Models
Ali Bou Nassif, Mohammad Azzeh, Ali Idri +1
Software effort estimation plays a critical role in project management. Erroneous results may lead to overestimating or underestimating effort, which can have catastrophic conseque…
v-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects
Cuauhtemoc Lopez-Martin, Mohammad Azzeh, Ali Bou Nassif +1
An important product measure to determine the effectiveness of software processes is the defect density (DD). In this study, we propose the application of support vector regression…
Analyzing the Relationship between Project Productivity and Environment Factors in the Use Case Points Method
Mohammad Azzeh, Ali Bou Nassif
Project productivity is a key factor for producing effort estimates from Use Case Points (UCP), especially when the historical dataset is absent. The first versions of UCP effort e…
Software effort estimation based on optimized model tree
Mohammad Azzeh
Background: It is widely recognized that software effort estimation is a regression problem. Model Tree (MT) is one of the Machine Learning based regression techniques that is usef…