What is the best RNN-cell structure for forecasting each time series
behavior?

What is the best RNN-cell structure for forecasting each time series behavior?

15 March 2022

Papers citing "What is the best RNN-cell structure for forecasting each time series behavior?"

15 / 15 papers shown

Title
Monash Time Series Forecasting Archive Rakshitha Godahewa Christoph Bergmeir Geoffrey I. Webb Rob J. Hyndman Pablo Montero-Manso AI4TS 65 159 0 14 May 2021
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 165 386 0 18 Mar 2020
Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability Georgia Papacharalampous Hristos Tyralis AI4TS 33 36 0 02 Jan 2020
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Omer Berat Sezer M. U. Gudelek A. Ozbayoglu AI4TS 74 1,012 0 29 Nov 2019
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics Yanfei Kang Rob J. Hyndman Feng Li AI4TS 59 106 0 07 Mar 2019
The UCR Time Series Archive Hoang Anh Dau A. Bagnall Kaveh Kamgar Chin-Chia Michael Yeh Yan Zhu Shaghayegh Gharghabi C. Ratanamahatana Eamonn Keogh 61 830 0 17 Oct 2018
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM Sima Siami‐Namini A. Namin AI4TS 52 226 0 16 Mar 2018
Gated Orthogonal Recurrent Units: On Learning to Forget Li Jing Çağlar Gülçehre J. Peurifoy Yichen Shen Max Tegmark Marin Soljacic Yoshua Bengio 68 126 0 08 Jun 2017
PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison Randal S. Olson William La Cava Patryk Orzechowski Ryan J. Urbanowicz J. Moore 404 379 0 01 Mar 2017
Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks Rahul Dey F. Salem 125 1,401 0 20 Jan 2017
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences Daniel Neil Michael Pfeiffer Shih-Chii Liu AI4TS 66 448 0 29 Oct 2016
Differential Recurrent Neural Networks for Action Recognition Vivek Veeriah Naifan Zhuang Guo-Jun Qi 98 464 0 25 Apr 2015
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 243 6,029 0 17 Nov 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,328 0 20 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 147 1,705 0 15 Oct 2014

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