【论文阅读】阅读计划和总结

注意力机制PM2.5预测研究

• GeoMAN，提出了一种空间局部注意力、空间全局注意力、时间注意力三层的机制【注意力机制实例】GeoMAN（一）论文阅读
• 对AQI进行空间插值，设计五个直接因素子网络（历史天气、天气预报、温湿度等等），预测300+城市的48小时天气情况【论文阅读】Deep Distributed Fusion Network for Air Quality Prediction

A Dual-Stage Attention-Based Recurrent Neural Network

EA-LSTM Evolutionary Attention-based LSTMfor Time Series Prediction

AN INTERPRETABLE LSTM NEURAL NETWORK FOR AUTOREGRESSIVE EXOGENOUS MODEL

Hierarchical Attention-Based Recurrent Highway Networksfor Time Series Prediction

Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis

综述文章

The History Began from AlexNet A Comprehensive Survey on Deep Learning Approaches