GRATIS: GeneRAting TIme Series with diverse and controllable
characteristics

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

7 March 2019

Papers citing "GRATIS: GeneRAting TIme Series with diverse and controllable characteristics"

13 / 13 papers shown

Title
A systematic data characteristic understanding framework towards physical-sensor big data challenges Zhipeng Ma Bo Nørregaard Jørgensen Z. Ma AI4CE 41 6 0 22 Jan 2025
Optimal starting point for time series forecasting Yiming Zhong Yinuo Ren Guangyao Cao Feng Li Haobo Qi AI4TS 26 1 0 25 Sep 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 85 18 0 15 May 2024
Probing the Robustness of Time-series Forecasting Models with CounterfacTS Haakon Hanisch Kjaernli Lluis Mas-Ribas Aida Ashrafi Gleb Sizov Helge Langseth Odd Erik Gundersen AI4TS 13 0 0 06 Mar 2024
Gait Data Augmentation using Physics-Based Biomechanical Simulation Mritula Chandrasekaran J. Francik Dimitrios Makris 10 3 0 16 Jul 2023
Towards Diverse and Coherent Augmentation for Time-Series Forecasting Xiyuan Zhang Ranak Roy Chowdhury Jingbo Shang Rajesh K. Gupta Dezhi Hong AI4TS 16 4 0 24 Mar 2023
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 26 28 0 19 Jul 2022
A review of machine learning concepts and methods for addressing challenges in probabilistic hydrological post-processing and forecasting Georgia Papacharalampous Hristos Tyralis AI4CE 14 28 0 17 Jun 2022
Forecast combinations: an over 50-year review Xiaoqian Wang Rob J. Hyndman Feng Li Yanfei Kang AI4TS 17 138 0 09 May 2022
Feature-based intermittent demand forecast combinations: bias, accuracy and inventory implications Li Li Yanfei Kang F. Petropoulos Feng Li 16 11 0 18 Apr 2022
Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents Georgia Papacharalampous Hristos Tyralis Y. Markonis P. Máca M. Hanel BDL 10 0 0 13 Apr 2022
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 21 360 0 04 Dec 2020
Forecast with Forecasts: Diversity Matters Yanfei Kang Wei Cao F. Petropoulos Feng Li AI4TS 8 31 0 03 Dec 2020