DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series predictionTime series predictionSpatio-temporal relationshipAttention mechanismDual-stage two-phase modelDeep attention networkLong-term prediction of multivariate time series is still an ...
NARX 和 注意力机制相关的论文,这三个论文的模型很像,放一起比较一下 NARX: Nonlinear autoregressive exogenous(NARX)模型是一种基于时间序列以及多重驱动(外生)序列的当前值和过去值进行预测的模型 DA-RNN 原…
【论文阅读】DA-RNN & GeoMAN & DSTP-RNN NARX 和 注意力机制相关的论文,这三个论文的模型很像,放一起比较一下 NARX: Nonlinear autoregressive exogenous(NARX)模型是一种基于时间序列以及多重驱动(外生)序列的当前值和过去值进行预测的模型 DA-RNN 原始论文:A Dual-Stage Attention-Based Recurrent Neural ...
DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series predictionComputer Science - Machine LearningLong-term prediction of multivariate time series is still an important but\nchallenging problem. The key to solve this problem is to ...