E-LIB Suche - Ergebnisse für: Bergmeir, Christoph

1

Causal Effect Estimation With Global Probabilistic Forecast..:

Prasanna, Ankitha Nandipura ; Grecov, Priscila ; Weng, Angela Dieyu.
IEEE Transactions on Power Systems. 39 (2024) 2 - p. 3417-3430 , 2024

Link: https://doi.org/10.1109/..

2

Probabilistic Causal Effect Estimation With Global Neural N..:

Grecov, Priscila ; Prasanna, Ankitha Nandipura ; Ackermann, Klaus...
IEEE Transactions on Neural Networks and Learning Systems. 35 (2024) 4 - p. 4999-5013 , 2024

Link: https://doi.org/10.1109/..

3

Machine learning applications in hierarchical time series f..:

Abolghasemi, Mahdi ; Tarr, Garth ; Bergmeir, Christoph
International Journal of Forecasting. 40 (2024) 2 - p. 597-615 , 2024

Link: https://doi.org/10.1016/..

4

Local and global trend Bayesian exponential smoothing model:

Smyl, Slawek ; Bergmeir, Christoph ; Dokumentov, Alexander...
International Journal of Forecasting. , 2024

Link: https://doi.org/10.1016/..

5

An accurate and fully-automated ensemble model for weekly t..:

Godahewa, Rakshitha ; Bergmeir, Christoph ; Webb, Geoffrey I..
International Journal of Forecasting. 39 (2023) 2 - p. 641-658 , 2023

Link: https://doi.org/10.1016/..

6

An overview of clustering methods with guidelines for appli..:

Gao, Caroline X. ; Dwyer, Dominic ; Zhu, Ye...
Psychiatry Research. 327 (2023) - p. 115265 , 2023

Link: https://doi.org/10.1016/..

7

Environmental Sound Classification on the Edge: A Pipeline ..:

Mohaimenuzzaman, Md ; Bergmeir, Christoph ; West, Ian.
Pattern Recognition. 133 (2023) - p. 109025 , 2023

Link: https://doi.org/10.1016/..

8

Time series adversarial attacks: an investigation of smooth..:

Pialla, Gautier ; Ismail Fawaz, Hassan ; Devanne, Maxime...
International Journal of Data Science and Analytics. , 2023

Link: https://doi.org/10.1007/..

9

Adaptive dependency learning graph neural networks:

Sriramulu, Abishek ; Fourrier, Nicolas ; Bergmeir, Christoph
Information Sciences. 625 (2023) - p. 700-714 , 2023

Link: https://doi.org/10.1016/..

10

LoMEF: A framework to produce local explanations for global..:

Rajapaksha, Dilini ; Bergmeir, Christoph ; Hyndman, Rob J.
International Journal of Forecasting. 39 (2023) 3 - p. 1424-1447 , 2023

Link: https://doi.org/10.1016/..

11

Handling Concept Drift in Global Time Series Forecasting:

, In: Palgrave Advances in the Economics of Innovation and Technology; Forecasting with Artificial Intelligence,

Liu, Ziyi ; Godahewa, Rakshitha ; Bandara, Kasun. - p. 163-189 , 2023

Link: https://doi.org/10.1007/..

12

Tree-based survival analysis improves mortality prediction ..:

Penny-Dimri, Jahan C. ; Bergmeir, Christoph ; Reid, Christopher M....
Frontiers in Cardiovascular Medicine. 10 (2023) - p. , 2023

Link: https://doi.org/10.3389/..

13

Insights into the accuracy of social scientists' forecasts ..:

The Forecasting Collaborative ; Grossmann, Igor ; Rotella, Amanda...
Nature Human Behaviour. , 2023

Link: https://doi.org/10.1038/..

14

SETAR-Tree: a novel and accurate tree algorithm for global ..:

Godahewa, Rakshitha ; Webb, Geoffrey I. ; Schmidt, Daniel.
Machine Learning. 112 (2023) 7 - p. 2555-2591 , 2023

Link: https://doi.org/10.1007/..

15

Paying attention to cardiac surgical risk: An interpretable..:

Penny-Dimri, Jahan C. ; Bergmeir, Christoph ; Reid, Christopher M....
PLOS ONE. 18 (2023) 8 - p. e0289930 , 2023

Link: https://doi.org/10.1371/..