JOURNAL ARTICLE
Applying machine learning to software fault-proneness prediction
Year: 2007 Journal: Journal of Systems and Software Vol: 81 (2)Pages: 186-195 Publisher: Elsevier BV
Keywords:
Software metric Machine learning Computer science Support vector machine Metric (unit) Software Data mining Artificial neural network Artificial intelligence Binary classification Fault (geology) Software quality Software fault tolerance Reliability engineering Software development Engineering
Metrics
222
Cited By
11.06
FWCI (Field Weighted Citation Impact)
36
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Software Engineering Research
Physical Sciences → Computer Science → Information Systems
Software Reliability and Analysis Research
Physical Sciences → Computer Science → Software
Software System Performance and Reliability
Physical Sciences → Computer Science → Computer Networks and Communications
Related Documents
JOURNAL ARTICLE
Applying Machine Learning to Software Fault Prediction
Bartłomiej WójcickiRobert Dąbrowski
Year: 2018
JOURNAL ARTICLE
Software Fault Proneness Prediction Using Genetic Based Machine Learning Techniques
Year: 2019 Pages: 1-5
JOURNAL ARTICLE
Software Change Proneness Prediction Using Machine Learning
Raja AbbasFawzi AlbalooshiMustafa Hammad
Year: 2020 Pages: 1-7
BOOK-CHAPTER
Software Fault Prediction Using Machine Learning Algorithms
M. S. PavanaM. PushpalathaA. Parkavi
Lecture notes in electrical engineering Year: 2022 Pages: 185-197
BOOK-CHAPTER
Software Fault Prediction Using Machine-Learning Techniques
Smart innovation, systems and technologies Year: 2017 Pages: 541-549