Katarina Grolinger
Western University
H-index: 27
North America-Canada
Top articles of Katarina Grolinger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
VizNav: A Modular Off-Policy Deep Reinforcement Learning Framework for Vision-Based Autonomous UAV Navigation in 3D Dynamic Environments | Drones | Fadi AlMahamid Katarina Grolinger | 2024/5 |
Asynchronous adaptive federated learning for distributed load forecasting with smart meter data | International Journal of Electrical Power & Energy Systems | Mohammad Navid Fekri Katarina Grolinger Syed Mir | 2023/11/1 |
Scheduling Electric Vehicle Charging for Grid Load Balancing | Zhixin Han Katarina Grolinger Miriam Capretz Syed Mir | 2023/10/16 | |
Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging | Energies | Raiden Skala Mohamed Ahmed TA Elgalhud Katarina Grolinger Syed Mir | 2023/5/15 |
Personalized models for human activity recognition with wearable sensors: deep neural networks and signal processing | Applied Intelligence | Davoud Gholamiangonabadi Katarina Grolinger | 2023/3 |
Comparison of machine learning techniques for activities of daily living classification with electromyographic data | Sergio A Salinas Mohamed Ahmed TA Elgalhud Luke Tambakis Sanket V Salunke Kshitija Patel | 2022/7/25 | |
Autonomous unmanned aerial vehicle navigation using reinforcement learning: A systematic review | Fadi AlMahamid Katarina Grolinger | 2022/10/1 | |
Transformer-based model for electrical load forecasting | Energies | Alexandra L’Heureux Katarina Grolinger Miriam AM Capretz | 2022/7/8 |
Virtual Sensor Middleware: Managing IoT Data for the Fog-Cloud Platform | Fadi AlMahamid Hanan Lutfiyya Katarina Grolinger | 2022/9/18 | |
Malicious and benign url dataset generation using character-level lstm models | Spencer Vecile Kyle Lacroix Katarina Grolinger Jagath Samarabandu | 2022/6/22 | |
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering | Fadi AlMahamid Katarina Grolinger | 2022/9/18 | |
Distributed load forecasting using smart meter data: Federated learning with Recurrent Neural Networks | International Journal of Electrical Power & Energy Systems | Mohammad Navid Fekri Katarina Grolinger Syed Mir | 2022/5/1 |
Data augmentation for deep-learning-based multiclass structural damage detection using limited information | Sensors | Kyle Dunphy Mohammad Navid Fekri Katarina Grolinger Ayan Sadhu | 2022/8/18 |
Deep learning for high-impedance fault detection and classification: transformer-CNN | Neural Computing and Applications | Khushwant Rai Farnam Hojatpanah Firouz Badrkhani Ajaei Josep M Guerrero Katarina Grolinger | 2022/8 |
Load forecasting under concept drift: Online ensemble learning with recurrent neural network and ARIMA | IEEE Access | Rashpinder Kaur Jagait Mohammad Navid Fekri Katarina Grolinger Syed Mir | 2021/7/7 |
Deep learning for high-impedance fault detection: Convolutional autoencoders | Energies | Khushwant Rai Farnam Hojatpanah Firouz Badrkhani Ajaei Katarina Grolinger | 2021/6/18 |
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network | Applied Energy | Mohammad Navid Fekri Harsh Patel Katarina Grolinger Vinay Sharma | 2021/1/15 |
Reinforcement learning algorithms: An overview and classification | Fadi AlMahamid Katarina Grolinger | 2021/9/12 | |
Edge-cloud computing for Internet of Things data analytics: Embedding intelligence in the edge with deep learning | IEEE Transactions on Industrial Informatics | Ananda Mohon Ghosh Katarina Grolinger | 2020/7/13 |
Deep learning for load forecasting: Sequence to sequence recurrent neural networks with attention | Ieee Access | Ljubisa Sehovac Katarina Grolinger | 2020/2/21 |
Co-Authors
