Artiklar med krav på offentlig åtkomst - Katarina GrolingerLäs mer
Inte tillgängliga någonstans: 3
Forecasting residential energy consumption: Single household perspective
XM Zhang, K Grolinger, MAM Capretz, L Seewald
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
Krav: Natural Sciences and Engineering Research Council of Canada
Deep learning for high-impedance fault detection and classification: transformer-CNN
K Rai, F Hojatpanah, FB Ajaei, JM Guerrero, K Grolinger
Neural Computing and Applications 34 (16), 14067-14084, 2022
Krav: Natural Sciences and Engineering Research Council of Canada
Improving Adversarial Robustness of Few-Shot Learning with Contrastive Learning and Hypersphere Embedding
M Buwaneswaran, T Fonseka, A Narayan, K Grolinger
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
Krav: Natural Sciences and Engineering Research Council of Canada
Tillgängliga någonstans: 30
Machine learning with big data: Challenges and approaches
A L’heureux, K Grolinger, HF Elyamany, MAM Capretz
Ieee Access 5, 7776-7797, 2017
Krav: Natural Sciences and Engineering Research Council of Canada
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network
MN Fekri, H Patel, K Grolinger, V Sharma
Applied Energy 282, 116177, 2021
Krav: Natural Sciences and Engineering Research Council of Canada
An ensemble learning framework for anomaly detection in building energy consumption
DB Araya, K Grolinger, HF ElYamany, MAM Capretz, G Bitsuamlak
Energy and Buildings 144, 191-206, 2017
Krav: Natural Sciences and Engineering Research Council of Canada
Transfer learning with seasonal and trend adjustment for cross-building energy forecasting
M Ribeiro, K Grolinger, HF ElYamany, WA Higashino, MAM Capretz
Energy and Buildings 165, 352-363, 2018
Krav: Natural Sciences and Engineering Research Council of Canada
Deep learning for load forecasting: Sequence to sequence recurrent neural networks with attention
L Sehovac, K Grolinger
Ieee Access 8, 36411-36426, 2020
Krav: Natural Sciences and Engineering Research Council of Canada
Edge-cloud computing for Internet of Things data analytics: Embedding intelligence in the edge with deep learning
AM Ghosh, K Grolinger
IEEE Transactions on Industrial Informatics 17 (3), 2191-2200, 2020
Krav: Natural Sciences and Engineering Research Council of Canada
Deep neural networks for human activity recognition with wearable sensors: Leave-one-subject-out cross-validation for model selection
D Gholamiangonabadi, N Kiselov, K Grolinger
Ieee Access 8, 133982-133994, 2020
Krav: Natural Sciences and Engineering Research Council of Canada
Generating energy data for machine learning with recurrent generative adversarial networks
MN Fekri, AM Ghosh, K Grolinger
Energies 13 (1), 130, 2019
Krav: Natural Sciences and Engineering Research Council of Canada
Transformer-based model for electrical load forecasting
A L’Heureux, K Grolinger, MAM Capretz
Energies 15 (14), 4993, 2022
Krav: Natural Sciences and Engineering Research Council of Canada
Autonomous unmanned aerial vehicle navigation using reinforcement learning: A systematic review
F AlMahamid, K Grolinger
Engineering Applications of Artificial Intelligence 115, 105321, 2022
Krav: Natural Sciences and Engineering Research Council of Canada
Collective contextual anomaly detection framework for smart buildings
DB Araya, K Grolinger, HF ElYamany, MAM Capretz, G Bitsuamlak
2016 international joint conference on neural networks (IJCNN), 511-518, 2016
Krav: Natural Sciences and Engineering Research Council of Canada
Energy consumption prediction with big data: Balancing prediction accuracy and computational resources
K Grolinger, MAM Capretz, L Seewald
2016 IEEE international congress on big data (BigData congress), 157-164, 2016
Krav: Natural Sciences and Engineering Research Council of Canada
Servenet: A deep neural network for web services classification
Y Yang, N Qamar, P Liu, K Grolinger, W Wang, Z Li, Z Liao
2020 IEEE international conference on web services (ICWS), 168-175, 2020
Krav: National Natural Science Foundation of China
Similarity-based chained transfer learning for energy forecasting with big data
Y Tian, L Sehovac, K Grolinger
IEEE Access 7, 139895-139908, 2019
Krav: Natural Sciences and Engineering Research Council of Canada
Deep learning for high-impedance fault detection: Convolutional autoencoders
K Rai, F Hojatpanah, F Badrkhani Ajaei, K Grolinger
Energies 14 (12), 3623, 2021
Krav: Natural Sciences and Engineering Research Council of Canada
Personalized models for human activity recognition with wearable sensors: deep neural networks and signal processing
D Gholamiangonabadi, K Grolinger
Applied Intelligence 53 (5), 6041-6061, 2023
Krav: Natural Sciences and Engineering Research Council of Canada
Deep neural networks with confidence sampling for electrical anomaly detection
NL Tasfi, WA Higashino, K Grolinger, MAM Capretz
2017 IEEE International Conference on Internet of Things (iThings) and IEEE …, 2017
Krav: Natural Sciences and Engineering Research Council of Canada
Publikations- och finansieringsuppgifter tas fram automatiskt av ett datorprogram.