article Open AccessTop 1% cited
Multivariate LSTM-FCNs for time series classification
Neural Networks · 2019 · Vol. 116 · pp. 237–245
Fazle Karim(University of Illinois Chicago)Somshubra Majumdar(University of Illinois Chicago)Houshang Darabi✉(University of Illinois Chicago)Samuel Harford(University of Illinois Chicago)
Time Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsAdvanced Chemical Sensor TechnologiesMultivariate statisticsUnivariateComputer scienceSeries (stratigraphy)Artificial intelligencePreprocessorPattern recognition (psychology)Block (permutation group theory)Convolutional neural networkTime series
MeSH terms
Memory, Short-TermMultivariate AnalysisNeural Networks, ComputerMemory, Long-TermInterrupted Time Series Analysis
Citations
1,052
FWCI
74.59
field-weighted impact
References
65
Percentile
100%
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References
Long Short-Term Memory
Neural Computation · 1997 · 95,078 citations
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
Neural Networks · 2005 · 5,322 citations
LSTM Fully Convolutional Networks for Time Series Classification
IEEE Access · 2017 · 1,413 citations
UCI Machine Learning Repository
Medical Entomology and Zoology · 2007 · 24,290 citations
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