Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning.

Haonan Tong Bin Liu Shihai Wang

Published in: Inf. Softw. Technol. (2018)

Keyphrases

denoising
software defect prediction
ensemble learning
generalization ability
image processing
ensemble methods
random forest
concept drift
base classifiers
ensemble classifier
genetic algorithm
support vector machine
multi class
active learning
data streams
feature extraction
base learners
feature selection