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Article

Tran, C.T. and Nguyen, B.P. (2024) Random subspace ensemble for directly classifying high-dimensional incomplete data. Evolutionary Intelligence. ISSN 18645909

Nguyen, X.H. and Tran, C.T. and Bui, L.T. (2022) Improve Performance of Pareto Corner Search-based Objective Reduction in Many-Objective Optimization. Evolutionary Intelligence. ISSN 18645909

Kim, S. and Mase, H. and Thuy, N.B. and Takeda, M. and Tran, C.T. and Dang, V.H. (2020) Development of gmdh-based storm surge forecast models for sakaiminato, tottori, japan. Journal of Marine Science and Engineering, 8 (10): 797. pp. 1-27. ISSN 20771312

Hien, N.T. and Tran, C.T. and Nguyen, X.H. and Kim, S. and Phai, V.D. and Thuy, N.B. and Van Manh, N. (2020) Genetic Programming for storm surge forecasting. Ocean Engineering, 215: 107812. ISSN 298018

Nguyen, X.H. and Bui, L.T. and Tran, C.T. (2020) Improving many objective optimisation algorithms using objective dimensionality reduction. Evolutionary Intelligence, 13 (3). pp. 365-380. ISSN 18645909

Nguyen, B.P. and Pham, H.N. and Tran, H. and Nghiem, N. and Nguyen, Q.H. and Do, T.T.T. and Tran, C.T. and Simpson, C.R. (2019) Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. Computer Methods and Programs in Biomedicine, 182: 105055. ISSN 1692607

Tran, C.T. and Zhang, M. and Andreae, P. and Xue, B. and Bui, L.T. (2018) Improving performance of classification on incomplete data using feature selection and clustering. Applied Soft Computing Journal, 73. pp. 848-861. ISSN 15684946

Tran, C.T. and Zhang, M. and Andreae, P. and Xue, B. and Bui, L.T. (2018) An effective and efficient approach to classification with incomplete data. Knowledge-Based Systems, 154. pp. 1-16. ISSN 9507051

Conference or Workshop Item

Nguyen Thi, H. and Phan, T.-T.-H. and Tran, C.T. (2023) Genetic Programming for Bee Audio Classification. In: 8th International Conference on Intelligent Information Technology, ICIIT 2023, 24 February 2023 Through 26 February 2023, Hybrid, Da Nang.

Tran, C.T. (2022) Hybrid ensemble learning approaches for cancer classification from gene expression data. In: Conference of 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, 20 December 2022 Through 22 December 2022, Ho Chi Minh City.

Tran, C.T. (2022) Improving the performance of imputation methods for gene expression classification using feature selection. In: Conference of 2022 RIVF International Conference on Computing and Communication Technologies, RIVF 2022, 20 December 2022 Through 22 December 2022, Ho Chi Minh City.

Nguyen, X.H. and Bui, L.T. and Tran, C.T. (2019) Clustering method using Pareto Corner Search Evolutionary algorithm for objective reduction in many-objective optimization problems. In: 10th International Symposium on Information and Communication Technology, SoICT 2019, 4 December 2019 through 6 December 2019.

Nguyen, X.H. and Thu Bui, L. and Tran, C.T. (2019) A pareto corner search evolutionary algorithm and principal component analysis for objective dimensionality reduction. In: 11th International Conference on Knowledge and Systems Engineering, KSE 2019, 24 October 2019 through 26 October 2019.

Tran, C.T. and Zhang, M. and Andreae, P. and Xue, B. and Bui, L.T. (2017) An ensemble of rule-based classifiers for incomplete data. In: 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems, IES 2017, 15 November 2017 through 17 November 2017.