Neurocomputing · 2019 · 228 citations · 41 references
ComputingData ScienceMachine LearningPredictive AnalyticsTime Series AnalysisDeep LearningMultivariate AnalysisMultivariate ForecastingTime Series Feature ExtractionTime Series ForecastingTime Series PredictionConvolutional Neural NetworksDeep Learning For Time Series ForecastingMultivariate Representation LearningMultivariate Time Series ForecastingMultivariate Time Series Modeling
41
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text
Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations
Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Time Series Analysis: Forecasting and Control
Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations
Computing, Data Science, Forecasting +11
Learning to Forget: Continual Prediction with LSTM
Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations