| A survey on swarm intelligence approaches to feature selection in data mining BH Nguyen, B Xue, M Zhang Swarm and Evolutionary Computation 54, 100663, 2020 | 305 | 2020 |
| Multiple reference points-based decomposition for multiobjective feature selection in classification: Static and dynamic mechanisms BH Nguyen, B Xue, P Andreae, H Ishibuchi, M Zhang IEEE Transactions on Evolutionary Computation 24 (1), 170-184, 2019 | 95 | 2019 |
| A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation. BH Nguyen, B Xue, P Andreae, M Zhang IEEE Transactions on Cybernetics, 2019 | 94 | 2019 |
| Filter based backward elimination in wrapper based PSO for feature selection in classification HB Nguyen, B Xue, I Liu, M Zhang 2014 IEEE congress on evolutionary computation (CEC), 3111-3118, 2014 | 64 | 2014 |
| New mechanism for archive maintenance in PSO-based multi-objective feature selection HB Nguyen, B Xue, I Liu, P Andreae, M Zhang Soft Computing 20, 3927-3946, 2016 | 54 | 2016 |
| Particle swarm optimisation with genetic operators for feature selection HB Nguyen, B Xue, P Andreae, M Zhang 2017 IEEE congress on evolutionary computation (CEC), 286-293, 2017 | 45 | 2017 |
| A novel binary particle swarm optimization algorithm and its applications on knapsack and feature selection problems BH Nguyen, B Xue, P Andreae Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES …, 2017 | 43 | 2017 |
| PSO with surrogate models for feature selection: static and dynamic clustering-based methods HB Nguyen, B Xue, P Andreae Memetic Computing 10, 291-300, 2018 | 37 | 2018 |
| PSO and statistical clustering for feature selection: A new representation HB Nguyen, B Xue, I Liu, M Zhang Simulated Evolution and Learning: 10th International Conference, SEAL 2014 …, 2014 | 35 | 2014 |
| A particle swarm optimization based feature selection approach to transfer learning in classification BH Nguyen, B Xue, P Andreae Proceedings of the genetic and evolutionary computation conference, 37-44, 2018 | 28 | 2018 |
| Gaussian transformation based representation in particle swarm optimisation for feature selection HB Nguyen, B Xue, I Liu, P Andreae, M Zhang Applications of Evolutionary Computation: 18th European Conference …, 2015 | 24 | 2015 |
| A survey on evolutionary multiobjective feature selection in classification: approaches, applications, and challenges R Jiao, BH Nguyen, B Xue, M Zhang IEEE Transactions on Evolutionary Computation, 2023 | 21 | 2023 |
| Mutual information for feature selection: estimation or counting? HB Nguyen, B Xue, P Andreae Evolutionary Intelligence 9, 95-110, 2016 | 17 | 2016 |
| iANP-EC: identifying anticancer natural products using ensemble learning incorporated with evolutionary computation L Nguyen, TH Nguyen Vo, QH Trinh, BH Nguyen, PU Nguyen-Hoang, ... Journal of Chemical Information and Modeling 62 (21), 5080-5089, 2022 | 16 | 2022 |
| Multiple reference points MOEA/D for feature selection HB Nguyen, B Xue, H Ishibuchi, P Andreae, M Zhang Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 14 | 2017 |
| A constrained competitive swarm optimiser with an SVM-based surrogate model for feature selection BH Nguyen, B Xue, M Zhang IEEE Transactions on Evolutionary Computation, 2022 | 13 | 2022 |
| A novel genetic algorithm approach to simultaneous feature selection and instance selection IMR Albuquerque, BH Nguyen, B Xue, M Zhang 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 616-623, 2020 | 13 | 2020 |
| A decomposition based multi-objective evolutionary algorithm with relieff based local search and solution repair mechanism for feature selection K Demir, BH Nguyen, B Xue, M Zhang 2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020 | 13 | 2020 |
| Surrogate-model based particle swarm optimisation with local search for feature selection in classification HB Nguyen, B Xue, P Andreae Applications of Evolutionary Computation: 20th European Conference …, 2017 | 13 | 2017 |
| A hybrid evolutionary computation approach to inducing transfer classifiers for domain adaptation BH Nguyen, B Xue, P Andreae, M Zhang IEEE transactions on cybernetics 51 (12), 6319-6332, 2020 | 11 | 2020 |
Bing Xue, Fellow of IEEE, Fellow of En...Professor of Artificial Intelligence, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
