Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network
for Forecasting Network-wide Traffic State with Missing Values

Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values

24 May 2020

Papers citing "Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values"

13 / 13 papers shown

Title
Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data Ziyuan Pu Shuo Wang Chenglong Liu Zhiyong Cui Yinhai Wang 37 45 0 01 Nov 2019
Bayesian Temporal Factorization for Multidimensional Time Series Prediction Xinyu Chen Lijun Sun AI4TS 28 208 0 14 Oct 2019
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting Zhiyong Cui Kristian C. Henrickson Ruimin Ke Ziyuan Pu Yinhai Wang GNN AI4TS 83 745 0 20 Feb 2018
Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction Zhiyong Cui Ruimin Ke Ziyuan Pu Yinhai Wang AI4TS 25 413 0 07 Jan 2018
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Haiyang Yu Zhihai Wu Shuqin Wang Yunpeng Wang Xiaolei Ma AI4TS GNN 46 543 0 07 May 2017
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction Xiaolei Ma Zhuang Dai Zhengbing He Jihui Ma Yuanbo Wang Yunpeng Wang 38 1,184 0 16 Jan 2017
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 63 250 0 03 Dec 2016
Modeling Missing Data in Clinical Time Series with RNNs Zachary Chase Lipton David C. Kale R. Wetzel AI4TS 48 227 0 13 Jun 2016
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 288 1,924 0 06 Jun 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 116 1,644 0 16 Dec 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 75 5,283 0 13 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 813 149,474 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 629 23,235 0 03 Jun 2014