Applied Intelligence · 2023 · 36 citations · 32 references
ComputingData ScienceForecastingMachine LearningTime Series AnalysisDeep LearningMultivariate ForecastingTime Series AnalyticsTime Series ForecastingTime Series ModelingTime Series PredictionDeep Learning For ForecastingDeep Learning For Time Series ForecastingMultivariate Time Series ForecastingTransformer ModelsTransformer-based Prediction Models
32
Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
Guokun Lai, Wei-Cheng Chang, Yiming Yang et al. · 2018 · 2.1K citations
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
Zonghan Wu, Shirui Pan, Guodong Long et al. · 2020 · 1.8K citations · Full text
Computing, Data Science, Forecasting +16