92 citations · 145 across the 23 of their papers we have counts for
17 papers · 1 filter
Locally Weighted Regression with different Kernel Smoothers for Software Effort Estimation
Yousef Alqasrawi, Mohammad Azzeh, Yousef Elsheikh
Estimating software effort has been a largely unsolved problem for decades. One of the main reasons that hinders building accurate estimation models is the often heterogeneous natu…
Software Defect Prediction Using Support Vector Machine
Haneen Abu Alhija, Mohammad Azzeh, Fadi Almasalha
Software defect prediction is an essential task during the software development Lifecycle as it can help managers to identify the most defect-proneness modules. Thus, it can reduce…
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…
Empirical Analysis on Productivity Prediction and Locality for Use Case Points Method
Mohammad Azzeh, Ali Bou Nassif, Cuauhtemoc Lopez Martin
Use Case Points (UCP) method has been around for over two decades. Although, there was a substantial criticism concerning the algebraic construction and factors assessment of UCP,…
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…