Software defect prediction using ensemble learning: an ANP based evaluation method

AO Balogun, AO Bajeh, VA Orie, WA Yusuf-Asaju - 2018 - uilspace.unilorin.edu.ng
… study introduced the ANP method, a multi-criteria decision making approach, to derive
the … classifiers for software defect prediction. We evaluated four ensemble methods (Bagging, …

A decision analysis approach for selecting software defect prediction method in the early phases

R Özakıncı, A Kolukısa Tarhan - Software Quality Journal, 2023 - Springer
… , which is structured using decision tree and multi-criteria decision analysis (MCDA), in order
… Especially for the decision-making problems involving high risk and uncertain scenarios, it …

Multi-criteria decision making approach for the selection of software effort estimation model

A Bansal, B Kumar, R Garg - Management Science Letters, 2017 - m.growingscience.com
… To select the suitable software effort estimation model, many … a fuzzy multi-criteria decision
making approach by integrating … To show the consistency of the proposed approach, …

MCDM Based Evaluation of Software Defect Prediction Models

A Kumar, K Kaur - … Conference on Advances and Applications of Artificial …, 2022 - Springer
… for software defect prediction with … a Multi-Criteria Decision Making (MCDM) based approach
for selecting the most appropriate machine learning technique for software defect prediction

An evaluation approach for selecting suitable defect prediction method at early phases

R Özakıncı, A Tarhan - … 45th Euromicro Conference on Software …, 2019 - ieeexplore.ieee.org
approach based on multi-criteria decision analysis to provide guidance on the selection of a
suitable prediction method for early software defect prediction… The decision-making process …

A hybrid multi-criteria decision making model for defect-based condition assessment of railway infrastructure

L El-Khateeb, E Mohammed Abdelkader, A Al-Sakkaf… - Sustainability, 2021 - mdpi.com
… The third step is identifying the positive and negative ideal solutions of the multi-criteria
decision making problem. The positive ideal solution ( A + ) and negative ideal solution ( A − ) …

Optimizing bug report assignment using multi criteria decision making technique

A Goyal, N Sardana - Intelligent Decision Technologies, 2017 - content.iospress.com
… a novel bug assignment approach that uses the Analytical Hierarchy Process (AHP), a
multi criteria decision making technique, for prioritizing the importance of various bug report …

A feature selection model for software defect prediction using binary Rao optimization algorithm

K Thirumoorthy - Applied Soft Computing, 2022 - Elsevier
… ) approach based on the multi-criteria decision making (MCDM) method and the Rao optimization
method for … features to improve the software defect prediction rate. The proposed work …

Recommendation of Machine Learning Techniques for Software Effort Estimation using Multi-Criteria Decision Making.

A Kumar - Journal of Universal Computer Science (JUCS), 2024 - search.ebscohost.com
Multi-Criteria Decision Making (MCDM) problem. The machine learning techniques are selected
through a novel approach … engineering, such as software defect prediction problems, etc…

Software defect prediction using wrapper feature selection based on dynamic re-ranking strategy

AO Balogun, S Basri, LF Capretz, S Mahamad… - Symmetry, 2021 - mdpi.com
… on resolving the high dimensionality problem in software defect prediction. Specifically, this
… WFS method by proposing a novel EWFS method. The proposed EWFS method dynamically …