Early software defects density prediction: training the international software benchmarking cross projects data using supervised learning

T Tahir, C Gencel, G Rasool, T Umer, J Rasheed… - IEEE …, 2023 - ieeexplore.ieee.org
Recent reviews of the literature indicate the need for empirical studies on cross-project
defect prediction (CPDP) that would allow aggregation of the evidence and improve …

Web effort estimation: function point analysis vs. COSMIC

S Di Martino, F Ferrucci, C Gravino, F Sarro - Information and Software …, 2016 - Elsevier
Context: software development effort estimation is a crucial management task that critically
depends on the adopted size measure. Several Functional Size Measurement (FSM) …

Experience: Quality benchmarking of datasets used in software effort estimation

MF Bosu, SG Macdonell - Journal of Data and Information Quality (JDIQ), 2019 - dl.acm.org
Data is a cornerstone of empirical software engineering (ESE) research and practice. Data
underpin numerous process and project management activities, including the estimation of …

A taxonomy of data quality challenges in empirical software engineering

MF Bosu, SG MacDonell - 2013 22nd Australian Software …, 2013 - ieeexplore.ieee.org
Reliable empirical models such as those used in software effort estimation or defect
prediction are inherently dependent on the data from which they are built. As demands for …

Automated COSMIC Function Point measurement using a requirements engineering ontology

S Bagriyanik, A Karahoca - Information and Software Technology, 2016 - Elsevier
Context There are two interrelated difficulties in requirements engineering processes. First,
free-format modelling practices in requirements engineering activities may lead to low …

Data cleaning techniques for software engineering data sets

GA Liebchen - 2010 - bura.brunel.ac.uk
Data quality is an important issue which has been addressed and recognised in research
communities such as data warehousing, data mining and information systems. It has been …

Application of a Size Measurement Standard for Data Warehouse Projects

H Ünlü, OR Yürüm, A Yıldız… - Software: Practice and …, 2024 - Wiley Online Library
Methodology In this research, we conducted a case study to establish a foundation for size
measurement and effort estimation in DWH projects. We first applied a productivity‐based …

A study on the statistical convertibility of IFPUG function point, COSMIC function point and simple function point

AZ Abualkishik, F Ferrucci, C Gravino, L Lavazza… - Information and …, 2017 - Elsevier
Background Several functional size measurement methods have been proposed. A few
ones–like IFPUG and COSMIC methods–are widely used, while others–like Simple Function …

IFPUG Function Points to COSMIC Function Points convertibility: A fine-grained statistical approach

AZ Abualkishik, L Lavazza - Information and Software Technology, 2018 - Elsevier
Background Functional size measurement is widely used in software organizations because
it supports the estimation of software development effort. Function Point Analysis was the …

On the seven misconceptions about functional size measurement

B Özkan, O Demirors - 2016 Joint Conference of the …, 2016 - ieeexplore.ieee.org
Among the various approaches to software size measurement, Functional Size
Measurement has been widely recognized for its usability in early phases of software …