Expert Systems with Applications · 2019 · 128 citations · 105 references
ComputingComputer EngineeringComputer ScienceData MiningMachine LearningSoftware EngineeringDeep LearningEnsemble LearningEnsemble MethodsFault DetectionSoftware MaintenanceSoftware MetricsBug TrackingDefect PredictionEnsemble Learning TheorySoftware Fault Prediction
105
Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text