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Rana, Mashud
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1

Multivariate solar power time series forecasting using mult..:

Almaghrabi, Sarah ; Rana, Mashud ; Hamilton, Margaret.
Information Fusion.  104 (2024)  - p. 102180 , 2024
Link: https://doi.org/10.1016/..
 
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2

Automatic Classification of Sensors in Buildings: Learning ..:

, In: Lecture Notes in Computer Science; AI 2023: Advances in Artificial Intelligence,
Rana, Mashud ; Rahman, Ashfaqur ; Almashor, Mahathir.. - p. 367-378 , 2023
Link: https://doi.org/10.1007/..
 
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3

What's The Point: AutoEncoding Building Point Names:

, In: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation,
Almashor, Mahathir ; Rana, Mashud ; McCulloch, John.. - p. 256-260 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Solar thermal generation forecast via deep learning and app..:

Rana, Mashud ; Sethuvenkatraman, Subbu ; Heidari, Rahmat.
Renewable Energy.  196 (2022)  - p. 694-706 , 2022
Link: https://doi.org/10.1016/..
 
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5

A data-driven approach based on quantile regression forest ..:

Rana, Mashud ; Sethuvenkatraman, Subbu ; Goldsworthy, Mark
Sustainable Cities and Society.  76 (2022)  - p. 103511 , 2022
Link: https://doi.org/10.1016/..
 
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6

Deep Learning for Prawn Farming: Forecasting and Anomaly De..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Dabrowski, Joel Janek ; Rahman, Ashfaqur ; Hellicar, Andrew.. - p. 29-41 , 2022
Link: https://doi.org/10.1007/..
 
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7

Solar power time series forecasting utilising wavelet coeff..:

Almaghrabi, Sarah ; Rana, Mashud ; Hamilton, Margaret.
Neurocomputing.  508 (2022)  - p. 182-207 , 2022
Link: https://doi.org/10.1016/..
 
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8

An integrated framework of sensing, machine learning, and a..:

Rahman, Ashfaqur ; Xi, Mingze ; Dabrowski, Joel Janek...
Aquacultural Engineering.  95 (2021)  - p. 102192 , 2021
Link: https://doi.org/10.1016/..
 
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9

Machine learning approach to investigate the influence of w..:

Rana, Mashud ; Rahman, Ashfaqur ; Dabrowski, Joel...
Biosystems Engineering.  208 (2021)  - p. 164-175 , 2021
Link: https://doi.org/10.1016/..
 
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10

SSDNet: State Space Decomposition Neural Network for Time S..:

, In: 2021 IEEE International Conference on Data Mining (ICDM),
Lin, Yang ; Koprinska, Irena ; Rana, Mashud - p. 370-378 , 2021
Link: https://doi.org/10.1109/..
 
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11

Temporal Convolutional Attention Neural Networks for Time S..:

, In: 2021 International Joint Conference on Neural Networks (IJCNN),
Lin, Yang ; Koprinska, Irena ; Rana, Mashud - p. 1-8 , 2021
Link: https://doi.org/10.1109/..
 
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12

Spatially Aggregated Photovoltaic Power Prediction Using Wa..:

, In: 2021 International Joint Conference on Neural Networks (IJCNN),
Almaghrabi, Sarah ; Rana, Mashud ; Hamilton, Margaret. - p. 1-8 , 2021
Link: https://doi.org/10.1109/..
 
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13

Forecasting Regional Level Solar Power Generation Using Adv..:

, In: 2021 International Joint Conference on Neural Networks (IJCNN),
Almaghrabi, Sarah ; Rana, Mashud ; Hamilton, Margaret. - p. 1-7 , 2021
Link: https://doi.org/10.1109/..
 
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14

Temporal Convolutional Neural Networks for Solar Power Fore..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Lin, Yang ; Koprinska, Irena ; Rana, Mashud - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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15

Investigating data-driven approaches to understand the inte..:

Rana, Mashud ; Rahman, Ashfaqur ; Hugo, Daniel..
Computers and Electronics in Agriculture.  175 (2020)  - p. 105545 , 2020
Link: https://doi.org/10.1016/..
 
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