Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records BP Nguyen, HN Pham, H Tran, N Nghiem, QH Nguyen, TTT Do, CT Tran, ... Computer methods and programs in biomedicine 182, 105055, 2019 | 166 | 2019 |
Improving performance of classification on incomplete data using feature selection and clustering CT Tran, M Zhang, P Andreae, B Xue, LT Bui Applied Soft Computing 73, 848-861, 2018 | 61 | 2018 |
An effective and efficient approach to classification with incomplete data CT Tran, M Zhang, P Andreae, B Xue, LT Bui Knowledge-Based Systems 154, 1-16, 2018 | 43 | 2018 |
Improving performance for classification with incomplete data using wrapper-based feature selection CT Tran, M Zhang, P Andreae, B Xue Evolutionary Intelligence 9, 81-94, 2016 | 38 | 2016 |
Multiple imputation for missing data using genetic programming CT Tran, M Zhang, P Andreae Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015 | 38 | 2015 |
Genetic programming for storm surge forecasting NT Hien, CT Tran, XH Nguyen, S Kim, VD Phai, NB Thuy, N Van Manh Ocean Engineering 215, 107812, 2020 | 31 | 2020 |
Multiple imputation and genetic programming for classification with incomplete data CT Tran, M Zhang, P Andreae, B Xue Proceedings of the Genetic and Evolutionary Computation Conference, 521-528, 2017 | 27 | 2017 |
Multiple imputation and ensemble learning for classification with incomplete data CT Tran, M Zhang, P Andreae, B Xue, LT Bui Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES …, 2017 | 27 | 2017 |
A genetic programming-based imputation method for classification with missing data CT Tran, M Zhang, P Andreae Genetic Programming: 19th European Conference, EuroGP 2016, Porto, Portugal …, 2016 | 27 | 2016 |
Bagging and feature selection for classification with incomplete data CT Tran, M Zhang, P Andreae, B Xue Applications of Evolutionary Computation: 20th European Conference …, 2017 | 24 | 2017 |
A wrapper feature selection approach to classification with missing data CT Tran, M Zhang, P Andreae, B Xue Applications of Evolutionary Computation: 19th European Conference …, 2016 | 21 | 2016 |
Genetic programming based feature construction for classification with incomplete data CT Tran, M Zhang, P Andreae, B Xue Proceedings of the Genetic and Evolutionary Computation Conference, 1033-1040, 2017 | 13 | 2017 |
Impact of imputation of missing values on genetic programming based multiple feature construction for classification CT Tran, P Andreae, M Zhang 2015 IEEE congress on evolutionary computation (CEC), 2398-2405, 2015 | 13 | 2015 |
Adversarial examples against image-based malware classification systems BN Vi, HN Nguyen, NT Nguyen, CT Tran 2019 11th International Conference on Knowledge and Systems Engineering (KSE …, 2019 | 10 | 2019 |
Improving many objective optimisation algorithms using objective dimensionality reduction XH Nguyen, LT Bui, CT Tran Evolutionary Intelligence 13 (3), 365-380, 2020 | 9 | 2020 |
Multi-round random subspace feature selection for incomplete gene expression data W Pearson, CT Tran, M Zhang, B Xue 2019 IEEE Congress on Evolutionary Computation (CEC), 2544-2551, 2019 | 9 | 2019 |
Directly constructing multiple features for classification with missing data using genetic programming with interval functions CT Tran, M Zhang, P Andreae, B Xue Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016 | 9 | 2016 |
Genetic programming with interval functions and ensemble learning for classification with incomplete data CT Tran, M Zhang, B Xue, P Andreae AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint …, 2018 | 8 | 2018 |
Development of GMDH-Based storm surge forecast models for Sakaiminato, Tottori, Japan S Kim, H Mase, NB Thuy, M Takeda, CT Tran, VH Dang Journal of Marine Science and Engineering 8 (10), 797, 2020 | 7 | 2020 |
Directly evolving classifiers for missing data using genetic programming CT Tran, M Zhang, P Andreae 2016 IEEE Congress on Evolutionary Computation (CEC), 5278-5285, 2016 | 7 | 2016 |