Deep neural network based hybrid approach for software defect prediction using software metrics

A decision tree logic based recommendation system to select software fault prediction techniques

(2016) Santosh S. Rathore et al.   COMPUTING

Software defect prediction using cost-sensitive neural network

(2015) Ömer Faruk Arar et al.   APPLIED SOFT COMPUTING

An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction

(2015) Golnoush Abaei et al.   KNOWLEDGE-BASED SYSTEMS

Neural Network Parameter Optimization Based on Genetic Algorithm for Software Defect Prediction

(2014) Romi Satria Wahono et al.  

Ant Colony Optimization for Software Project Scheduling and Staffing with an Event-Based Scheduler

(2012) Wei-Neng Chen et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers

(2012) Karel Dejaeger et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Reducing Features to Improve Code Change-Based Bug Prediction

(2012) S. Shivaji et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Software Fault Prediction Using Quad Tree-Based K-Means Clustering Algorithm

(2011) Partha S. Bishnu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The design of polynomial function-based neural network predictors for detection of software defects

(2011) Byoung-Jun Park et al.   INFORMATION SCIENCES

An ant colony optimization algorithm to improve software quality prediction models: Case of class stability

(2010) D. Azar et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Sparse Representation for Computer Vision and Pattern Recognition

(2010) John Wright et al.   PROCEEDINGS OF THE IEEE

A Survey on the Application of Genetic Programming to Classification

(2009) P.G. Espejo et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

A systematic review of software fault prediction studies

(2008) Cagatay Catal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Applying machine learning to software fault-proneness prediction

(2007) Iker Gondra   JOURNAL OF SYSTEMS AND SOFTWARE

Mining software repositories for comprehensible software fault prediction models

(2007) Olivier Vandecruys et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Predicting defect-prone software modules using support vector machines

(2007) Karim O. Elish et al.   JOURNAL OF SYSTEMS AND SOFTWARE