| Guidelines for developing and reporting machine learning predictive models in biomedical research: a multidisciplinary view W Luo, D Phung, T Tran, S Gupta, S Rana, C Karmakar, A Shilton, ... Journal of medical Internet research 18 (12), e323, 2016 | 836 | 2016 |
| Cayley graphs as classifiers for data mining: The influence of asymmetries A Kelarev, J Ryan, J Yearwood Discrete mathematics 309 (17), 5360-5369, 2009 | 244 | 2009 |
| A hybrid feature selection with ensemble classification for imbalanced healthcare data: A case study for brain tumor diagnosis S Huda, J Yearwood, HF Jelinek, MM Hassan, G Fortino, M Buckland IEEE access 4, 9145-9154, 2016 | 196 | 2016 |
| Blockchain-enabled federated learning: A survey Y Qu, MP Uddin, C Gan, Y Xiang, L Gao, J Yearwood ACM Computing Surveys 55 (4), 1-35, 2022 | 181 | 2022 |
| On the limitations of scalarisation for multi-objective reinforcement learning of pareto fronts P Vamplew, J Yearwood, R Dazeley, A Berry AI 2008: Advances in Artificial Intelligence: 21st Australasian Joint …, 2008 | 163 | 2008 |
| An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling AM Bagirov, AF Barton, H Mala-Jetmarova, A Al Nuaimat, ST Ahmed, ... Mathematical and Computer Modelling 57 (3-4), 873-886, 2013 | 162 | 2013 |
| Hybrids of support vector machine wrapper and filter based framework for malware detection S Huda, J Abawajy, M Alazab, M Abdollalihian, R Islam, J Yearwood Future Generation Computer Systems 55, 376-390, 2016 | 151 | 2016 |
| A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems AM Bagirov, J Yearwood European journal of operational research 170 (2), 578-596, 2006 | 150 | 2006 |
| Unsupervised and supervised data classification via nonsmooth and global optimization AM Bagirov, AM Rubinov, NV Soukhoroukova, J Yearwood Top 11, 1-75, 2003 | 148 | 2003 |
| Heterogeneous cooperative co-evolution memetic differential evolution algorithm for big data optimization problems NR Sabar, J Abawajy, J Yearwood IEEE Transactions on Evolutionary Computation 21 (2), 315-327, 2016 | 139 | 2016 |
| Protection of privacy in biometric data I Natgunanathan, A Mehmood, Y Xiang, G Beliakov, J Yearwood IEEE access 4, 880-892, 2016 | 118 | 2016 |
| Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data S Huda, S Miah, MM Hassan, R Islam, J Yearwood, M Alrubaian, ... Information Sciences 379, 211-228, 2017 | 113 | 2017 |
| Detection of epileptic seizure based on entropy analysis of short-term EEG P Li, C Karmakar, J Yearwood, S Venkatesh, M Palaniswami, C Liu PloS one 13 (3), e0193691, 2018 | 110 | 2018 |
| Does the Delphi process lead to increased accuracy in group-based judgmental forecasts or does it simply induce consensus amongst judgmental forecasters? F Bolger, A Stranieri, G Wright, J Yearwood Technological Forecasting and Social Change 78 (9), 1671-1680, 2011 | 102 | 2011 |
| Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks S Huda, J Yearwood, MM Hassan, A Almogren Applied soft computing 71, 66-77, 2018 | 100 | 2018 |
| A framework for software defect prediction and metric selection S Huda, S Alyahya, MM Ali, S Ahmad, J Abawajy, H Al-Dossari, ... IEEE access 6, 2844-2858, 2017 | 97 | 2017 |
| Predicting Australian stock market index using neural networks exploiting dynamical swings and intermarket influences H Pan, C Tilakaratne, J Yearwood Journal of research and practice in information technology 37 (1), 43-55, 2005 | 92 | 2005 |
| A global optimization approach to classification AM Bagirov, AM Rubinov, J Yearwood Optimization and Engineering 3, 129-155, 2002 | 78 | 2002 |
| Deep metric learning based citrus disease classification with sparse data S Janarthan, S Thuseethan, S Rajasegarar, Q Lyu, Y Zheng, J Yearwood IEEE Access 8, 162588-162600, 2020 | 76 | 2020 |
| A hybrid wrapper-filter approach for malware detection M Alazab, S Huda, J Abawajy, MDR Islam, J Yearwood, S Venkatraman, ... Journal of networks 9 (11), 2878-2891, 2014 | 74 | 2014 |
Andrew StranieriFederation University Australia, VictoriaVerified email at federation.edu.au
