article Open AccessTop 1% cited
Deep learning approach for active classification of electrocardiogram signals
Information Sciences · 2016 · Vol. 345 · pp. 340–354
Mohamad Mahmoud Al Rahhal(King Saud University)Yakoub Bazi✉(King Saud University)Haikel Alhichri(King Saud University)Naif Alajlan(King Saud University)Farid Melgani(University of Trento)Ronald R. Yager(Iona College)
ECG Monitoring and AnalysisCardiac electrophysiology and arrhythmiasEEG and Brain-Computer InterfacesSoftmax functionComputer scienceArtificial intelligenceDeep learningPattern recognition (psychology)Feature learningMachine learningFeature (linguistics)Artificial neural networkTest data
Funding
- King Saud University
Citations
628
FWCI
51.13
field-weighted impact
References
76
Percentile
100%
vs. same field & year
Citations per year
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References
Updating quasi-Newton matrices with limited storage
Mathematics of Computation · 1980 · 2,667 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Reducing the Dimensionality of Data with Neural Networks
Science · 2006 · 20,627 citations
Automatic Classification of Heartbeats Using ECG Morphology and Heartbeat Interval Features
IEEE Transactions on Biomedical Engineering · 2004 · 1,636 citations
A patient-adaptable ECG beat classifier using a mixture of experts approach
IEEE Transactions on Biomedical Engineering · 1997 · 609 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
Representation Learning: A Review and New Perspectives
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 12,724 citations
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