Performance comparison and current challenges of using machine learning techniques in cybersecurity K Shaukat, S Luo, V Varadharajan, IA Hameed, S Chen, D Liu, J Li Energies 13 (10), 2509, 2020 | 273 | 2020 |
Machine learning for solar irradiance forecasting of photovoltaic system J Li, JK Ward, J Tong, L Collins, G Platt Renewable energy 90, 542-553, 2016 | 190 | 2016 |
Optimal sizing of grid-connected photovoltaic battery systems for residential houses in Australia J Li Renewable energy 136, 1245-1254, 2019 | 178 | 2019 |
Adaptive HVAC zone modeling for sustainable buildings G Platt, J Li, R Li, G Poulton, G James, J Wall Energy and Buildings 42 (4), 412-421, 2010 | 146 | 2010 |
An ensemble framework for day-ahead forecast of PV output power in smart grids MQ Raza, N Mithulananthan, J Li, KY Lee, HB Gooi IEEE Transactions on Industrial Informatics 15 (8), 4624-4634, 2018 | 105 | 2018 |
Automatic Alzheimer’s disease recognition from MRI data using deep learning method S Luo, X Li, J Li Journal of Applied Mathematics and Physics 5 (9), 1892-1898, 2017 | 99 | 2017 |
A smart fridge with an ability to enhance health and enable better nutrition S Luo, JS Jin, J Li International Journal of Multimedia and Ubiquitous Engineering 4 (2), 69-80, 2009 | 91 | 2009 |
System and method for the detection of faults in a multi-variable system utilizing both a model for normal operation and a model for faulty operation Y Guo, J Li, S West, J Wall, G Platt US Patent 9,366,451, 2016 | 86 | 2016 |
Multivariate ensemble forecast framework for demand prediction of anomalous days MQ Raza, N Mithulananthan, J Li, KY Lee IEEE Transactions on Sustainable Energy 11 (1), 27-36, 2018 | 65 | 2018 |
Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in heating ventilation and air conditioning systems M Yuwono, Y Guo, J Wall, J Li, S West, G Platt, SW Su Applied Soft Computing 34, 402-425, 2015 | 64 | 2015 |
Coordination of distributed energy resource agents J Li, G Poulton, G James Applied Artificial Intelligence 24 (5), 351-380, 2010 | 60 | 2010 |
Indoor air quality control of HVAC system J Li, J Wall, G Platt Proceedings of the 2010 International Conference on Modelling …, 2010 | 57 | 2010 |
A Dynamic Machine Learning-based Technique for Automated Fault Detection in HVAC Systems. J Wall, Y Guo, J Li, S West Ashrae Transactions 117 (2), 2011 | 54 | 2011 |
An approach of household power appliance monitoring based on machine learning L Jiang, S Luo, J Li 2012 Fifth International Conference on Intelligent Computation Technology …, 2012 | 51 | 2012 |
Power decomposition based on SVM regression J Li, S West, G Platt 2012 proceedings of international conference on modelling, identification …, 2012 | 48 | 2012 |
Agent-based distributed energy management J Li, G Poulton, G James Australasian Joint Conference on Artificial Intelligence, 569-578, 2007 | 47 | 2007 |
Automatic power load event detection and appliance classification based on power harmonic features in nonintrusive appliance load monitoring L Jiang, S Luo, J Li 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA …, 2013 | 43 | 2013 |
Liver segmentation from CT image using fuzzy clustering and level set X Li, S Luo, J Li Journal of signal and Information Processing 4 (03), 36, 2013 | 42 | 2013 |
Evolutionary optimisation of distributed energy resources Y Guo, J Li, G James AI 2005: Advances in Artificial Intelligence: 18th Australian Joint …, 2005 | 39 | 2005 |
Automatic lung field segmentation in X-ray radiographs using statistical shape and appearance models X Li, S Luo, Q Hu, J Li, D Wang, F Chiong Journal of Medical Imaging and Health Informatics 6 (2), 338-348, 2016 | 38 | 2016 |