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Md Mashud Rana
Md Mashud Rana
Data61 | CSIRO
Verified email at data61.csiro.au
Title
Cited by
Cited by
Year
Correlation and instance based feature selection for electricity load forecasting
I Koprinska, M Rana, VG Agelidis
Knowledge-Based Systems 82, 29-40, 2015
1892015
Univariate and multivariate methods for very short-term solar photovoltaic power forecasting
M Rana, I Koprinska, VG Agelidis
Energy Conversion and Management 121, 380–390, 2016
1552016
Forecasting electricity load with advanced wavelet neural networks
M Rana, I Koprinska
Neurocomputing 182, 118-132, 2016
1432016
2D-interval forecasts for solar power production
M Rana, I Koprinska, VG Agelidis
Solar Energy 122, 191-203, 2015
842015
Forecasting solar power generated by grid connected PV systems using ensembles of neural networks
M Rana, I Koprinska, VG Agelidis
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
502015
Combining pattern sequence similarity with neural networks for forecasting electricity demand time series
I Koprinska, M Rana, A Troncoso, F Martínez-Álvarez
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
452013
Yearly and seasonal models for electricity load forecasting
I Koprinska, M Rana, VG Agelidis
The 2011 International Joint Conference on Neural Networks, 1474-1481, 2011
402011
Multiple steps ahead solar photovoltaic power forecasting based on univariate machine learning models and data re-sampling
M Rana, A Rahman
Sustainable Energy, Grids and Networks 21, 100286, 2020
372020
Prediction intervals for electricity load forecasting using neural networks
M Rana, I Koprinska, A Khosravi, VG Agelidis
The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013
252013
Solar power forecasting using weather type clustering and ensembles of neural networks
M Rana, I Koprinska, VG Agelidis
2016 International Joint Conference on Neural Networks (IJCNN), 4962-4969, 2016
232016
Forecasting hourly electricity load profile using neural networks
M Rana, I Koprinska, A Troncoso
2014 International joint conference on neural networks (IJCNN), 824-831, 2014
232014
Temporal convolutional neural networks for solar power forecasting
Y Lin, I Koprinska, M Rana
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
142020
Neural network ensemble based approach for 2D-interval prediction of solar photovoltaic power
M Rana, I Koprinska
Energies 9 (10), 829, 2016
142016
Clustering Based Methods for Solar Power Forecasting
Z Wang, I Koprinska, M Rana
International Joint Conference on Neural Networks (IJCNN), 2016
142016
Solar power forecasting using pattern sequences
Z Wang, I Koprinska, M Rana
International Conference on Artificial Neural Networks, 486-494, 2017
122017
Feature selection for interval forecasting of electricity demand time series data
M Rana, I Koprinska, A Khosravi
Artificial Neural Networks, 445-462, 2015
122015
Feature selection for electricity load prediction
M Rana, I Koprinska, VG Agelidis
International Conference on Neural Information Processing, 526-534, 2012
122012
Solar power prediction using weather type pair patterns
Z Wang, I Koprinska, M Rana
2017 International Joint Conference on Neural Networks (IJCNN), 4259-4266, 2017
112017
Electricity load forecasting: a weekday-based approach
I Koprinska, M Rana, VG Agelidis
International Conference on Artificial Neural Networks, 33-41, 2012
92012
SpringNet: Transformer and Spring DTW for time series forecasting
Y Lin, I Koprinska, M Rana
International Conference on Neural Information Processing, 616-628, 2020
82020
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