| Semantically-based crossover in genetic programming: application to real-valued symbolic regression NQ Uy, NX Hoai, M O’Neill, RI McKay, E Galván-López Genetic Programming and Evolvable Machines 12, 91-119, 2011 | 378 | 2011 |
| A deep learning based method for handling imbalanced problem in network traffic classification L Vu, CT Bui, QU Nguyen Proceedings of the 8th international symposium on information and …, 2017 | 144 | 2017 |
| Deep transfer learning for IoT attack detection L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz IEEE Access 8, 107335-107344, 2020 | 115 | 2020 |
| Semantic aware crossover for genetic programming: the case for real-valued function regression QU Nguyen, XH Nguyen, M O’Neill Genetic Programming: 12th European Conference, EuroGP 2009 Tübingen, Germany …, 2009 | 113 | 2009 |
| Initialising PSO with randomised low-discrepancy sequences: the comparative results NQ Uy, NX Hoai, RI McKay, PM Tuan 2007 IEEE congress on evolutionary computation, 1985-1992, 2007 | 100 | 2007 |
| Transfer learning in genetic programming TTH Dinh, TH Chu, QU Nguyen 2015 IEEE Congress on Evolutionary Computation (CEC), 1145-1151, 2015 | 76 | 2015 |
| Learning latent representation for IoT anomaly detection L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz IEEE Transactions on Cybernetics 52 (5), 3769-3782, 2020 | 71 | 2020 |
| Improving the generalisation ability of genetic programming with semantic similarity based crossover NQ Uy, NT Hien, NX Hoai, M O’Neill Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010 | 57 | 2010 |
| Deep generative learning models for cloud intrusion detection systems L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz IEEE Transactions on Cybernetics 53 (1), 565-577, 2022 | 56 | 2022 |
| On the roles of semantic locality of crossover in genetic programming NQ Uy, NX Hoai, M O’Neill, RI McKay, DN Phong Information Sciences 235, 195-213, 2013 | 52 | 2013 |
| Semantic similarity based crossover in GP: The case for real-valued function regression NQ Uy, M O’Neill, NX Hoai, B Mckay, E Galván-López Artifical Evolution: 9th International Conference, Evolution Artificielle …, 2010 | 46 | 2010 |
| Time series analysis for encrypted traffic classification: A deep learning approach L Vu, HV Thuy, QU Nguyen, TN Ngoc, DN Nguyen, DT Hoang, ... 2018 18th International Symposium on Communications and Information …, 2018 | 45 | 2018 |
| Subtree semantic geometric crossover for genetic programming QU Nguyen, TA Pham, XH Nguyen, J McDermott Genetic Programming and Evolvable Machines 17, 25-53, 2016 | 38 | 2016 |
| Learning latent distribution for distinguishing network traffic in intrusion detection system L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz ICC 2019-2019 IEEE international conference on communications (ICC), 1-6, 2019 | 37 | 2019 |
| An investigation of fitness sharing with semantic and syntactic distance metrics QU Nguyen, XH Nguyen, M O’Neill, A Agapitos Genetic Programming: 15th European Conference, EuroGP 2012, Málaga, Spain …, 2012 | 36 | 2012 |
| Semantics based mutation in genetic programming: The case for real-valued symbolic regression NQ Uy, NX Hoai, M O’Neill 15th international conference on soft computing, Mendel 9, 73-91, 2009 | 34 | 2009 |
| Semantic approximation for reducing code bloat in genetic programming QU Nguyen, TH Chu Swarm and Evolutionary Computation 58, 100729, 2020 | 27 | 2020 |
| Semantic tournament selection for genetic programming based on statistical analysis of error vectors TH Chu, QU Nguyen, M O’Neill Information Sciences 436, 352-366, 2018 | 27 | 2018 |
| Learning from imbalanced data for encrypted traffic identification problem L Vu, D Van Tra, QU Nguyen Proceedings of the 7th Symposium on Information and Communication Technology …, 2016 | 27 | 2016 |
| Generating artificial attack data for intrusion detection using machine learning TS Pham, QU Nguyen, XH Nguyen Proceedings of the 5th Symposium on Information and Communication Technology …, 2014 | 23 | 2014 |
