Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers

Data Mining Techniques for Software Effort Estimation: A Comparative Study

(2011) Karel Dejaeger et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Process discovery in event logs: An application in the telecom industry

(2010) Stijn Goedertier et al.   APPLIED SOFT COMPUTING

Defect prediction from static code features: current results, limitations, new approaches

(2010) Tim Menzies et al.   Automated Software Engineering

An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models

(2010) Johan Huysmans et al.   DECISION SUPPORT SYSTEMS

Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm

(2010) Cagatay Catal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Software fault prediction: A literature review and current trends

(2010) Cagatay Catal   EXPERT SYSTEMS WITH APPLICATIONS

Building comprehensible customer churn prediction models with advanced rule induction techniques

(2010) Wouter Verbeke et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

On the relative value of cross-company and within-company data for defect prediction

(2009) Burak Turhan et al.   EMPIRICAL SOFTWARE ENGINEERING

Measuring classifier performance: a coherent alternative to the area under the ROC curve

(2009) David J. Hand   MACHINE LEARNING

Analysis of Naive Bayes’ assumptions on software fault data: An empirical study

(2008) Burak Turhan et al.   DATA & KNOWLEDGE ENGINEERING

Techniques for evaluating fault prediction models

(2008) Yue Jiang et al.   EMPIRICAL SOFTWARE ENGINEERING

A systematic review of software fault prediction studies

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

On the Distribution of Software Faults

(2008) Hongyu Zhang   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Using the Conceptual Cohesion of Classes for Fault Prediction in Object-Oriented Systems

(2008) A. Marcus et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings

(2008) S. Lessmann 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

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