E-LIB Suche - Ergebnisse für: Godahewa, Rakshitha

1

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

2

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/..

3

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/..

4

A Generative Deep Learning Framework Across Time Series to ..:

Godahewa, Rakshitha ; Deng, Chang ; Prouzeau, Arnaud.
IEEE Access. 10 (2022) - p. 6842-6855 , 2022

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

5

A fast and scalable ensemble of global models with long mem..:

Bandara, Kasun ; Hewamalage, Hansika ; Godahewa, Rakshitha.
International Journal of Forecasting. 38 (2022) 4 - p. 1400-1404 , 2022

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

6

Ensembles of localised models for time series forecasting:

Godahewa, Rakshitha ; Bandara, Kasun ; Webb, Geoffrey I...
Knowledge-Based Systems. 233 (2021) - p. 107518 , 2021

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

7

Seasonal Averaged One-Dependence Estimators: A Novel Algori..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),

Godahewa, Rakshitha ; Yann, Trevor ; Bergmeir, Christoph. - p. 1-8 , 2020

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

8

On Forecast Stability:

Godahewa, Rakshitha ; Bergmeir, Christoph ; Baz, Zeynep Erkin...
http://arxiv.org/abs/2310.17332. , 2023

Link: http://arxiv.org/abs/231..

9

Handling Concept Drift in Global Time Series Forecasting:

Liu, Ziyi ; Godahewa, Rakshitha ; Bandara, Kasun.
http://arxiv.org/abs/2304.01512. , 2023

Link: http://arxiv.org/abs/230..

10

Scalable Probabilistic Forecasting in Retail with Gradient ..:

Long, Xueying ; Bui, Quang ; Oktavian, Grady...
http://arxiv.org/abs/2311.00993. , 2023

Link: http://arxiv.org/abs/231..

11

The Energy Prediction Smart-Meter Dataset: Analysis of Prev..:

Pekaslan, Direnc ; Alonso-Moral, Jose Maria ; Bandara, Kasun...
http://arxiv.org/abs/2311.04007. , 2023

Link: http://arxiv.org/abs/231..

12

SETAR-Tree: A Novel and Accurate Tree Algorithm for Global ..:

Godahewa, Rakshitha ; Webb, Geoffrey I ; Schmidt, Daniel.
http://arxiv.org/abs/2211.08661. , 2022

Link: http://arxiv.org/abs/221..

13

Extended Wikipedia Web Traffic Daily Dataset (with Missing ..:

Godahewa, Rakshitha ; Bergmeir, Christoph ; Webb, Geoff..
https://dumps.wikimedia.org/other/pageview_complete/. , 2022

Link: https://zenodo.org/recor..

14

Extended Wikipedia Web Traffic Daily Dataset (without Missi..:

Godahewa, Rakshitha ; Bergmeir, Christoph ; Webb, Geoff..
https://dumps.wikimedia.org/other/pageview_complete/. , 2022

Link: https://zenodo.org/recor..

15

A generative deep learning framework across time series to ..:

Godahewa, Rakshitha ; Deng, Chang ; Prouzeau, Arnaud.
Godahewa , R , Deng , C , Prouzeau , A & Bergmeir , C 2022 , ' A generative deep learning framework across time series to optimise the energy consumption of air conditioning systems ' , IEEE Access , vol. 10 , pp. 6842-6855 . https://doi.org/10.1109/ACCESS.2022.3142174. , 2022

Link: https://research.monash...