Forecasting with time series imaging

Forecasting with time series imaging

17 April 2019

Papers citing "Forecasting with time series imaging"

11 / 11 papers shown

Title
Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots M. Shabani M. Magris G. Tzagkarakis J. Kanniainen Alexandros Iosifidis 30 5 0 26 Oct 2022
fETSmcs: Feature-based ETS model component selection Lingzhi Qi Xixi Li Qiang Wang Suling Jia 14 2 0 26 Jun 2022
Forecast combinations: an over 50-year review Xiaoqian Wang Rob J. Hyndman Feng Li Yanfei Kang AI4TS 30 139 0 09 May 2022
Review of automated time series forecasting pipelines Stefan Meisenbacher Marian Turowski Kaleb Phipps Martin Ratz D. Muller V. Hagenmeyer Ralf Mikut TPM AI4TS 19 52 0 03 Feb 2022
Bayesian forecast combination using time-varying features Li Li Yanfei Kang Feng Li AI4TS 24 14 0 04 Aug 2021
Forecasting: theory and practice F. Petropoulos D. Apiletti Vassilios Assimakopoulos M. Z. Babai Devon K. Barrow ... J. Arenas Xiaoqian Wang R. L. Winkler Alisa Yusupova F. Ziel AI4TS 36 363 0 04 Dec 2020
Forecast with Forecasts: Diversity Matters Yanfei Kang Wei Cao F. Petropoulos Feng Li AI4TS 19 31 0 03 Dec 2020
Predicting the Future is like Completing a Painting! Nadir Maaroufi Mehdi Najib Mohamed Bakhouya 11 10 0 09 Nov 2020
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation Kasun Bandara Hansika Hewamalage Yuan-Hao Liu Yanfei Kang Christoph Bergmeir AI4TS 16 114 0 06 Aug 2020
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 91 233 0 28 Feb 2017
Imaging Time-Series to Improve Classification and Imputation Zhiguang Wang Tim Oates AI4TS 39 667 0 01 Jun 2015