An empirical study of ensemble techniques for software fault prediction
SS Rathore, S Kumar - Applied Intelligence, 2021 - Springer
Previously, many researchers have performed analysis of various techniques for the
software fault prediction (SFP). Oddly, the majority of such studies have shown the limited …
software fault prediction (SFP). Oddly, the majority of such studies have shown the limited …
Linear and non-linear heterogeneous ensemble methods to predict the number of faults in software systems
SS Rathore, S Kumar - Knowledge-Based Systems, 2017 - Elsevier
Several classification techniques have been investigated and evaluated earlier for the
software fault prediction. These techniques have produced different prediction accuracy for …
software fault prediction. These techniques have produced different prediction accuracy for …
Co-evolutionary multi-population genetic programming for classification in software defect prediction: An empirical case study
Evolving diverse ensembles using genetic programming has recently been proposed for
classification problems with unbalanced data. Population diversity is crucial for evolving …
classification problems with unbalanced data. Population diversity is crucial for evolving …
Co-evolutionary multi-population genetic programming for classification in software defect prediction
G Maua, T Galinac Grbac - Applied Soft Computing, 2017 - dl.acm.org
Evolving diverse ensembles using genetic programming has recently been proposed for
classification problems with unbalanced data. Population diversity is crucial for evolving …
classification problems with unbalanced data. Population diversity is crucial for evolving …
ROTASYON ORMAN SINIFLANDIRMA ALGORİTMASI KULLANARAK KRONİK BÖBREK RAHATSIZLIĞININ TAHMİNİ
S Kılıçarslan, M Çelik - Journal of Science and Technology of …, 2019 - dergipark.org.tr
Kronik böbrek rahatsızlığı (KBR) son günlerde artarak insanların yaşamını olumsuz etkileyen
ve böbreklere zarar vererek normal görevlerini uzun süre yapmalarını engelleyen bir …
ve böbreklere zarar vererek normal görevlerini uzun süre yapmalarını engelleyen bir …
Techniques used for the prediction of number of faults
SS Rathore, S Kumar, SS Rathore, S Kumar - Fault Prediction Modeling …, 2019 - Springer
Prediction of number of faults refers to the process of estimating/predicting a potential
number of faults that can occur in each given software module [41]. A software module can …
number of faults that can occur in each given software module [41]. A software module can …
Extensive Software Fault Prediction: An Ensemble based comparison
In recent studies, fault prediction is used to envisage the software's quality via conventional
machine learning techniques. There are numerous problems that distress the efficiency of …
machine learning techniques. There are numerous problems that distress the efficiency of …
Optimizing bug prediction in software testing using Super Learner
PR Nair - 2019 - norma.ncirl.ie
Software testing is a crucial part of every software project to ensure that the applications
delivered to the end-users are defect-free and reliable. Mining of software repositories can …
delivered to the end-users are defect-free and reliable. Mining of software repositories can …