Generating Energy Data for Machine Learning with Recurrent Generative Adversarial Networks
Fekri, Mohammad Navid, Ghosh, Ananda Mohon, Grolinger, Katarina
Published in Energies (Basel) (01.01.2020)
Published in Energies (Basel) (01.01.2020)
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Journal Article
Machine Learning With Big Data: Challenges and Approaches
L'Heureux, Alexandra, Grolinger, Katarina, Elyamany, Hany F., Capretz, Miriam A. M.
Published in IEEE access (2017)
Published in IEEE access (2017)
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Journal Article
Energy Forecasting for Event Venues: Big Data and Prediction Accuracy
Grolinger, Katarina, L’Heureux, Alexandra, Capretz, Miriam A.M., Seewald, Luke
Published in Energy and buildings (15.01.2016)
Published in Energy and buildings (15.01.2016)
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Journal Article
Transformer-Based Model for Electrical Load Forecasting
L’Heureux, Alexandra, Grolinger, Katarina, Capretz, Miriam A. M.
Published in Energies (Basel) (01.07.2022)
Published in Energies (Basel) (01.07.2022)
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Journal Article
Deep Learning for High-Impedance Fault Detection: Convolutional Autoencoders
Rai, Khushwant, Hojatpanah, Farnam, Badrkhani Ajaei, Firouz, Grolinger, Katarina
Published in Energies (Basel) (01.06.2021)
Published in Energies (Basel) (01.06.2021)
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Journal Article
Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging
Skala, Raiden, Elgalhud, Mohamed Ahmed T. A, Grolinger, Katarina, Mir, Syed
Published in Energies (Basel) (01.05.2023)
Published in Energies (Basel) (01.05.2023)
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Journal Article
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network
Fekri, Mohammad Navid, Patel, Harsh, Grolinger, Katarina, Sharma, Vinay
Published in Applied energy (15.01.2021)
Published in Applied energy (15.01.2021)
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Journal Article