Articles with public access mandates - Kasun BandaraLearn more
Not available anywhere: 1
Can machine learning improve small area population forecasts? A forecast combination approach
I Grossman, K Bandara, T Wilson, M Kirley
Computers, Environment and Urban Systems 95, 101806, 2022
Mandates: Australian Research Council
Available somewhere: 8
Recurrent neural networks for time series forecasting: Current status and future directions
H Hewamalage, C Bergmeir, K Bandara
International Journal of Forecasting, 2019
Mandates: Australian Research Council
LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns
K Bandara, C Bergmeir, H Hewamalage
IEEE Transactions on Neural Networks and Learning Systems, 2020
Mandates: Australian Research Council
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
K Bandara, H Hewamalage, YH Liu, Y Kang, C Bergmeir
Pattern Recognition, 2021
Mandates: Australian Research Council, National Natural Science Foundation of China
Global models for time series forecasting: A simulation study
H Hewamalage, C Bergmeir, K Bandara
Pattern Recognition, 108441, 2021
Mandates: Australian Research Council
Ensembles of localised models for time series forecasting
R Godahewa, K Bandara, GI Webb, S Smyl, C Bergmeir
Knowledge-Based Systems 233, 107518, 2021
Mandates: Australian Research Council
Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations
M Perera, J De Hoog, K Bandara, S Halgamuge
Expert Systems with Applications 205, 117690, 2022
Mandates: Australian Research Council
Insights into the accuracy of social scientists’ forecasts of societal change
Nature human behaviour 7 (4), 484-501, 2023
Mandates: US National Science Foundation, Swiss National Science Foundation, US …
Towards Accurate Predictions and Causal'What-if'Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand
K Bandara, C Bergmeir, S Campbell, D Scott, D Lubman
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Mandates: Australian Research Council
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