Software fault prediction using evolving populations with mathematical diversification

A comprehensive survey on recent metaheuristics for feature selection

(2022) Tansel Dokeroglu et al.   NEUROCOMPUTING

The Arithmetic Optimization Algorithm

(2021) Laith Abualigah et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction

(2021) Somya Goyal   ARTIFICIAL INTELLIGENCE REVIEW

Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset

(2021) Somya Goyal   Automated Software Engineering

Effective software defect prediction using support vector machines (SVMs)

(2021) Somya Goyal   International Journal of System Assurance Engineering and Management

The impact of feature reduction techniques on defect prediction models

(2019) Masanari Kondo et al.   EMPIRICAL SOFTWARE ENGINEERING

Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach

(2019) Abdullateef Oluwagbemiga Balogun et al.   Applied Sciences-Basel

The Impact of Correlated Metrics on the Interpretation of Defect Models

(2019) Jirayus Jiarpakdee et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Progress on approaches to software defect prediction

(2018) Zhiqiang Li et al.   IET Software

A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction

(2018) Seyedrebvar Hosseini et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Combined classifier for cross-project defect prediction: an extended empirical study

(2018) Yun Zhang et al.   Frontiers of Computer Science

A survey of many-objective optimisation in search-based software engineering

(2018) Aurora Ramírez et al.   JOURNAL OF SYSTEMS AND SOFTWARE

The Effect of Dimensionality Reduction on Software Vulnerability Prediction Models

(2017) Jeffrey Stuckman et al.   IEEE TRANSACTIONS ON RELIABILITY

A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction

(2017) Seyedrebvar Hosseini et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

A comparison of some soft computing methods for software fault prediction

(2015) Ezgi Erturk et al.   EXPERT SYSTEMS WITH APPLICATIONS

An empirical study on software defect prediction with a simplified metric set

(2015) Peng He et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Data Quality: Some Comments on the NASA Software Defect Datasets

(2013) Martin Shepperd et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Software fault prediction metrics: A systematic literature review

(2013) Danijel Radjenović et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Search-based software engineering

(2012) Mark Harman et al.   ACM COMPUTING SURVEYS

A Systematic Literature Review on Fault Prediction Performance in Software Engineering

(2011) T. Hall et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Choosing software metrics for defect prediction: an investigation on feature selection techniques

(2011) Kehan Gao et al.   SOFTWARE-PRACTICE & EXPERIENCE

Software fault prediction: A literature review and current trends

(2010) Cagatay Catal   EXPERT SYSTEMS WITH APPLICATIONS

Evolutionary Optimization of Software Quality Modeling with Multiple Repositories

(2010) Yi Liu et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

A General Software Defect-Proneness Prediction Framework

(2010) Qinbao Song et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem

(2008) Cagatay Catal et al.   INFORMATION SCIENCES

Particle swarm optimization for parameter determination and feature selection of support vector machines

(2007) Shih-Wei Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS