Artificial Intelligence in Medicine · 2019 · 209 citations · 31 references
Hybrid MachineData ClassificationClassification MethodEngineeringMachine LearningData ScienceData MiningPattern RecognitionClass ImbalancePredictive AnalyticsCerebral Stroke PredictionImbalanced Medical DatasetNeuroimagingStatisticsHealth InformaticsPrediction Modelling
31
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 29.6K citations · Full text
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 24.4K citations
Image Classification, Convolutional Neural Network, Image Analysis +15
The Nature of Statistical Learning Theory
Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations