Computer Communications · 2022 · 58 citations · 25 references
ComputingComputer SystemsData ScienceData MiningInternet Of ThingsMachine LearningAnomaly DetectionAnomaly Detection In Time SeriesEnsemble LearningEnsemble MethodsOutlier DetectionOutlier HandlingData Stream AnalyticsEnsemble Outlier DetectionIot Data StreamsMachine Learning For IotStream MiningStreaming Anomaly DetectionStreaming Outlier Detection
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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
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text
Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
Ya Su, Youjian Zhao, Chenhao Niu et al. · 2019 · 1.5K citations