Deep Learning for Load Forecasting: Sequence to Sequence Recurrent Neural Networks With Attention von Sehovac, Ljubisa, Grolinger, Katarina

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Generating Energy Data for Machine Learning with Recurrent Generative Adversarial Networks von Fekri, Mohammad Navid, Ghosh, Ananda Mohon, Grolinger, Katarina

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Deep Neural Networks for Human Activity Recognition With Wearable Sensors: Leave-One-Subject-Out Cross-Validation for Model Selection von Gholamiangonabadi, Davoud, Kiselov, Nikita, Grolinger, Katarina

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Machine Learning With Big Data: Challenges and Approaches von L'Heureux, Alexandra, Grolinger, Katarina, Elyamany, Hany F., Capretz, Miriam A. M.

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Energy Forecasting for Event Venues: Big Data and Prediction Accuracy von Grolinger, Katarina, L’Heureux, Alexandra, Capretz, Miriam A.M., Seewald, Luke

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Data Augmentation for Deep-Learning-Based Multiclass Structural Damage Detection Using Limited Information von Dunphy, Kyle, Fekri, Mohammad Navid, Grolinger, Katarina, Sadhu, Ayan

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Federated Learning for Sentiment Analysis in Presence of Non-IID Data: Sensitivity of Deep Learning Models von Gholamiangonabadi, Davoud, Grolinger, Katarina

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Transformer-Based Model for Electrical Load Forecasting von L’Heureux, Alexandra, Grolinger, Katarina, Capretz, Miriam A. M.

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Load Forecasting Under Concept Drift: Online Ensemble Learning With Recurrent Neural Network and ARIMA von Jagait, Rashpinder Kaur, Fekri, Mohammad Navid, Grolinger, Katarina, Mir, Syed

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VizNav: A Modular Off-Policy Deep Reinforcement Learning Framework for Vision-Based Autonomous UAV Navigation in 3D Dynamic Environments von AlMahamid, Fadi, Grolinger, Katarina

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Similarity-Based Chained Transfer Learning for Energy Forecasting With Big Data von Tian, Yifang, Sehovac, Ljubisa, Grolinger, Katarina

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Deep Learning for High-Impedance Fault Detection: Convolutional Autoencoders von Rai, Khushwant, Hojatpanah, Farnam, Ajaei, Firouz Badrkhani, Grolinger, Katarina

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Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review von AlMahamid, Fadi, Grolinger, Katarina

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Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging von Skala, Raiden, Elgalhud, Mohamed Ahmed T. A, Grolinger, Katarina, Mir, Syed

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Distributed load forecasting using smart meter data: Federated learning with Recurrent Neural Networks von Fekri, Mohammad Navid, Grolinger, Katarina, Mir, Syed

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Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network von Fekri, Mohammad Navid, Patel, Harsh, Grolinger, Katarina, Sharma, Vinay

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Personalized models for human activity recognition with wearable sensors: deep neural networks and signal processing von Gholamiangonabadi, Davoud, Grolinger, Katarina

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Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types von Danish, Muhammad Umair, Grolinger, Katarina

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Edge-Cloud Computing for Internet of Things Data Analytics: Embedding Intelligence in the Edge With Deep Learning von Ghosh, Ananda Mohon, Grolinger, Katarina

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Asynchronous adaptive federated learning for distributed load forecasting with smart meter data von Fekri, Mohammad Navid, Grolinger, Katarina, Mir, Syed

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