Ensemble learning based software defect prediction

Linear Cost-sensitive Max-margin Embedded Feature Selection for SVM

(2022) Khalid Y. Aram et al.   EXPERT SYSTEMS WITH APPLICATIONS

Privacy-preserving Naive Bayes classification in semi-fully distributed data model

(2022) Duy-Hien Vu   COMPUTERS & SECURITY

Predicting the precise number of software defects: Are we there yet?

(2022) Xiao Yu et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Sampling scheme-based classification rule mining method using decision tree in big data environment

(2022) Chenxia Jin et al.   KNOWLEDGE-BASED SYSTEMS

A software defect prediction method with metric compensation based on feature selection and transfer learning

(2022) Jinfu Chen et al.   Frontiers of Information Technology & Electronic Engineering

Software defect prediction via optimal trained convolutional neural network

(2022) Dr. S Balasubramaniam et al.   ADVANCES IN ENGINEERING SOFTWARE

A mathematical programming approach to SVM-based classification with label noise

(2022) Víctor Blanco et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Ensemble deep learning: A review

(2022) M.A. Ganaie et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A weighted ML-KNN based on discernibility of attributes to heterogeneous sample pairs

(2022) Xin Wen et al.   INFORMATION PROCESSING & MANAGEMENT

Interpretable fuzzy clustering using unsupervised fuzzy decision trees

(2022) Lianmeng Jiao et al.   INFORMATION SCIENCES

Evolutionary bagging for ensemble learning

(2022) Giang Ngo et al.   NEUROCOMPUTING

Machine Learning Based Methods for Software Fault Prediction: A Survey

(2021) Sushant Kumar Pandey et al.   EXPERT SYSTEMS WITH APPLICATIONS

Variable selection for Naïve Bayes classification

(2021) Rafael Blanquero et al.   COMPUTERS & OPERATIONS RESEARCH

A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view

(2021) Fengtao Nan et al.   Future Generation Computer Systems-The International Journal of eScience

The impact of using biased performance metrics on software defect prediction research

(2021) Jingxiu Yao et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A novel cross-project software defect prediction algorithm based on transfer learning

(2021) Shiqi Tang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

A systematic review of unsupervised learning techniques for software defect prediction

(2020) Ning Li et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Survey of Automatic Software Vulnerability Detection, Program Repair, and Defect Prediction Techniques

(2020) Zhidong Shen et al.   Security and Communication Networks

A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities

(2020) Sergio González et al.   Information Fusion

An empirical study to investigate oversampling methods for improving software defect prediction using imbalanced data

(2019) Ruchika Malhotra et al.   NEUROCOMPUTING

Transfer Convolutional Neural Network for Cross-Project Defect Prediction

(2019) Shaojian Qiu et al.   Applied Sciences-Basel

A-Stacking and A-Bagging: Adaptive versions of ensemble learning algorithms for spoof fingerprint detection

(2019) Shivang Agarwal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning based software defect prediction

(2019) Lei Qiao et al.   NEUROCOMPUTING

An Artificial Intelligence paradigm for troubleshooting software bugs

(2018) Amir Elmishali et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A novel software defect prediction based on atomic class-association rule mining

(2018) Yuanxun Shao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning

(2018) Haonan Tong et al.   INFORMATION AND SOFTWARE TECHNOLOGY

DGCNN: A convolutional neural network over large-scale labeled graphs

(2018) Anh Viet Phan et al.   NEURAL NETWORKS

Software defect prediction based on kernel PCA and weighted extreme learning machine

(2018) Zhou Xu et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Software defect prediction using ensemble learning on selected features

(2015) Issam H. Laradji et al.   INFORMATION AND SOFTWARE TECHNOLOGY