Imbalanced ECG data classification using a novel model based on active training subset selection and modified broad learning system

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

Computing, Computer Science, Data Science +17

Heart Disease and Stroke Statistics—2020 Update: A Report From the American Heart Association

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Medicine, Cardiology, Chronic Disease Prevention +17

Ensemble based systems in decision making

Robi Polikar · IEEE Circuits and Systems Magazine · 2006 · 2.9K citations

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Exploratory Undersampling for Class-Imbalance Learning

Xuying Liu, Jianxin Wu, Zhihua Zhou · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · 2.5K citations

Computing, Computer Science, Data Mining +13

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

C. L. Philip Chen, Zhulin Liu · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 1.9K citations

Computing, Computer Science, Feature Engineering +7