| A novel error-output recurrent two-layer extreme learning machine for multi-step time series prediction Z Liu, CK Loo, K Pasupa Sustainable Cities and Society 66, 102613, 2021 | 28 | 2021 |
| Recurrent kernel extreme reservoir machine for time series prediction Z Liu, CK Loo, N Masuyama, K Pasupa IEEE Access 6, 19583-19596, 2018 | 23 | 2018 |
| Meta-cognitive recurrent kernel online sequential extreme learning machine with kernel adaptive filter for concept drift handling Z Liu, CK Loo, K Pasupa, M Seera Engineering Applications of Artificial Intelligence 88, 103327, 2020 | 22 | 2020 |
| Meta-cognitive recurrent recursive kernel OS-ELM for concept drift handling Z Liu, CK Loo, M Seera Applied Soft Computing 75, 494-507, 2019 | 18 | 2019 |
| An efficient and fast model reduced kernel knn for human activity recognition Z Liu, S Li, J Hao, J Hu, M Pan Journal of Advanced Transportation 2021, 1-9, 2021 | 12 | 2021 |
| Multiple steps time series prediction by a novel recurrent kernel extreme learning machine approach Z Liu, CK Loo, N Masuyama, K Pasupa 2017 9th international conference on information technology and electrical …, 2017 | 11 | 2017 |
| Grammatical structure detection by instinct plasticity based echo state networks with genetic algorithm Z Liu, S Li, M Pan, CK Loo Neurocomputing 467, 173-183, 2022 | 9 | 2022 |
| Error-output recurrent multi-layer Kernel Reservoir Network for electricity load time series forecasting Z Liu, GA Tahir, N Masuyama, HA Kakudi, Z Fu, K Pasupa Engineering Applications of Artificial Intelligence 117, 105611, 2023 | 6 | 2023 |
| VHF speech enhancement based on transformer X Han, M Pan, Z Li, H Ge, Z Liu IEEE open journal of intelligent transportation systems 3, 146-152, 2022 | 5 | 2022 |
| Real-time financial data prediction using meta-cognitive recurrent kernel online sequential extreme learning machine Z Liu, CK Loo, K Pasupa International conference on neural information processing, 488-498, 2019 | 5 | 2019 |
| Weighted error-output recurrent echo kernel state network for multi-step water level prediction Z Liu, XH Xu, M Pan, CK Loo, S Li Applied Soft Computing 137, 110131, 2023 | 4 | 2023 |
| Class-wise classifier design capable of continual learning using adaptive resonance theory-based topological clustering N Masuyama, Y Nojima, F Dawood, Z Liu Applied Sciences 13 (21), 11980, 2023 | 2 | 2023 |
| Adaptive Resonance Theory-based Clustering for Handling Mixed Data N Masuyama, Y Nojima, H Ishibuchi, Z Liu 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 2 | 2022 |
| A novel reformed reduced kernel extreme learning machine with RELIEF-F for classification Z Liu, J Hao, D Yang, GA Tahir, M Pan Computational Intelligence and Neuroscience 2022, 2022 | 2 | 2022 |
| Grammatical structure detection with intrinsic plasticity based echo state networks for cognitive robot Z Liu, CK Loo, M Jiang 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2207-2214, 2019 | 2 | 2019 |
| Handling concept drift in time-series data: Meta-cognitive recurrent recursive-kernel OS-ELM Z Liu, CK Loo, K Pasupa Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 2 | 2018 |
| Recurrent kernel online sequential extreme learning machine with kernel adaptive filter for time series prediction Z Liu, CK Loo, K Pasupa 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017 | 2 | 2017 |
| Prediction of Child Birth Weight Using Kernel Extreme Reservoir Machine and QPSO for Optimization GA Tahir, T Samad, L Zongying, S Abrar, M Ashraf, H Qureshi SN Computer Science 2, 1-15, 2021 | 1 | 2021 |
| Online Sequential Extreme Learning Machine based Instinct Plasticity for Classification Z Liu, K Pasupa 2020 12th International Conference on Information Technology and Electrical …, 2020 | 1 | 2020 |
| Semi-dynamic spatial–temporal graph neural network for traffic state prediction in waterways L Li, M Pan, Z Liu, H Sun, R Zhang Ocean Engineering 293, 116685, 2024 | | 2024 |
