Recurrent Neural Networks for Time Series Forecasting

1 January 2019

Papers citing "Recurrent Neural Networks for Time Series Forecasting"

11 / 11 papers shown

Title
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture Edward Turner GNN 38 1 0 14 Jan 2025
Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Jihoon Ko Kyuhan Lee Hyunjin Hwang Kijung Shin 39 3 0 20 Oct 2022
Are Transformers Effective for Time Series Forecasting? Ailing Zeng Mu-Hwa Chen L. Zhang Qiang Xu AI4TS 87 1,613 0 26 May 2022
Addressing Tactic Volatility in Self-Adaptive Systems Using Evolved Recurrent Neural Networks and Uncertainty Reduction Tactics Aizaz ul Haq Niranjan Deshpande A. ElSaid Travis J. Desell Daniel E. Krutz 14 3 0 21 Apr 2022
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices Hansika Hewamalage Klaus Ackermann Christoph Bergmeir AI4TS 67 89 0 21 Mar 2022
A Comprehensive Review on Summarizing Financial News Using Deep Learning Saurabh Kamal Sahil Sharma AIFin 16 2 0 21 Sep 2021
Ensembles of Localised Models for Time Series Forecasting Rakshitha Godahewa Kasun Bandara Geoffrey I. Webb Slawek Smyl Christoph Bergmeir AI4TS 35 43 0 30 Dec 2020
Simulation and Optimisation of Air Conditioning Systems using Machine Learning Rakshitha Godahewa Chang Deng Arnaud Prouzeau Christoph Bergmeir AI4CE 23 9 0 27 Jun 2020
Graph Neural Ordinary Differential Equations Michael Poli Stefano Massaroli Junyoung Park Atsushi Yamashita Hajime Asama Jinkyoo Park AI4CE 51 154 0 18 Nov 2019
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,900 0 06 Jun 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012