Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.12485
Cited By
v1
v2
v3 (latest)
Global Models for Time Series Forecasting: A Simulation Study
Pattern Recognition (Pattern Recognit.), 2020
23 December 2020
Hansika Hewamalage
Christoph Bergmeir
Kasun Bandara
AI4TS
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Global Models for Time Series Forecasting: A Simulation Study"
18 / 18 papers shown
Extending Load Forecasting from Zonal Aggregates to Individual Nodes for Transmission System Operators
Oskar Triebe
Fletcher Passow
Simon Wittner
Leonie Wagner
Julio Arend
...
Marek Miltner
Arezou Ghesmati
Chen-Hao Tsai
Christoph Bergmeir
Ram Rajagopal
149
0
0
02 Sep 2025
Forecast-Then-Optimize Deep Learning Methods
Jinhang Jiang
Nan Wu
Ben Liu
Mei Feng
Xin Ji
Karthik Srinivasan
AI4TS
315
0
0
16 Jun 2025
On the retraining frequency of global models in retail demand forecasting
Marco Zanotti
484
2
0
01 May 2025
Ordinary Least Squares as an Attention Mechanism
Philippe Goulet Coulombe
361
0
0
13 Apr 2025
Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting
Abishek Sriramulu
Christoph Bergmeir
Slawek Smyl
AI4TS
287
0
0
12 May 2024
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data
M. Perera
J. Hoog
Kasun Bandara
Damith A. Senanayake
Saman K. Halgamuge
AI4TS
223
45
0
04 Mar 2024
How Does It Function? Characterizing Long-term Trends in Production Serverless Workloads
ACM Symposium on Cloud Computing (SoCC), 2023
Artjom Joosen
Ahmed Hassan
Martin Asenov
Rajkarn Singh
L. N. Darlow
Jianfeng Wang
Adam Barker
384
77
0
15 Dec 2023
RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Aidan Quinn
M. Simmons
B. Spivak
Christoph Bergmeir
280
0
0
02 Dec 2023
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
Neural Information Processing Systems (NeurIPS), 2023
Samuel Dooley
Gurnoor Singh Khurana
Chirag Mohapatra
Siddartha Naidu
Colin White
AI4TS
414
102
0
03 Nov 2023
Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach
International Journal of Production Economics (IJPE), 2023
Xueying Long
Quang Bui
G. Oktavian
Daniel F. Schmidt
Christoph Bergmeir
Rakshitha Godahewa
Seong Per Lee
Kaifeng Zhao
Paul Condylis
217
5
0
02 Nov 2023
Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand Forecast
International Journal of Forecasting (IJF), 2023
L. Neubauer
Peter Filzmoser
AI4TS
236
6
0
12 Jun 2023
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting
Syed Kazmi
Berk Görgülü
Mucahit Cevik
M. Baydogan
179
7
0
02 Jan 2023
SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting
Machine-mediated learning (ML), 2022
Rakshitha Godahewa
G. Webb
Daniel F. Schmidt
Christoph Bergmeir
214
12
0
16 Nov 2022
Experimental study of time series forecasting methods for groundwater level prediction
Michael Franklin Mbouopda
Thomas Guyet
Nicolas Labroche
Abel Henriot
197
5
0
28 Sep 2022
Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand
IEEE Transactions on Power Systems (IEEE Trans. Power Syst.), 2022
Ankitha Nandipura Prasanna
Priscila Grecov
Angela Dieyu Weng
Christoph Bergmeir
272
3
0
19 Sep 2022
Model Selection for Time Series Forecasting: Empirical Analysis of Different Estimators
Neural Processing Letters (NPL), 2021
Vítor Cerqueira
Luís Torgo
Carlos Soares
AI4TS
367
7
0
01 Apr 2021
A novel weighted approach for time series forecasting based on visibility graph
Pattern Recognition (Pattern Recogn.), 2021
Tianxiang Zhan
Fuyuan Xiao
AI4TS
613
9
0
14 Mar 2021
Ensembles of Localised Models for Time Series Forecasting
Knowledge-Based Systems (KBS), 2020
Rakshitha Godahewa
Kasun Bandara
Geoffrey I. Webb
Slawek Smyl
Christoph Bergmeir
AI4TS
436
51
0
30 Dec 2020
1
Page 1 of 1
