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

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers

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

Using Coding-Based Ensemble Learning to Improve Software Defect Prediction

(2012) Zhongbin Sun et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Robust Heteroscedastic Probabilistic Neural Network for multiple source partial discharge pattern recognition – Significance of outliers on classification capability

(2011) S. Venkatesh et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Systematic Literature Review on Fault Prediction Performance in Software Engineering

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

A unifying view on dataset shift in classification

(2011) Jose G. Moreno-Torres et al.   PATTERN RECOGNITION

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

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

An outlier map for Support Vector Machine classification

(2010) Michiel Debruyne   Annals of Applied Statistics

Techniques for evaluating fault prediction models

(2008) Yue Jiang et al.   EMPIRICAL 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

EMPIRICAL ASSESSMENT OF MACHINE LEARNING BASED SOFTWARE DEFECT PREDICTION TECHNIQUES

(2008) VENKATA UDAYA B. CHALLAGULLA et al.   International Journal on Artificial Intelligence Tools

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