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Assoc. Prof. Nguyen Quang Uy
Assoc. Prof. Nguyen Quang Uy
Le Quy Don Technical University
Verified email at lqdtu.edu.vn
Title
Cited by
Cited by
Year
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
3442011
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
1172017
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
1072009
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
902007
Deep transfer learning for IoT attack detection
L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz
IEEE Access 8, 107335-107344, 2020
892020
Transfer learning in genetic programming
TTH Dinh, TH Chu, QU Nguyen
2015 IEEE Congress on Evolutionary Computation (CEC), 1145-1151, 2015
702015
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
532010
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
482020
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
472013
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
442010
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
392018
Subtree semantic geometric crossover for genetic programming
QU Nguyen, TA Pham, XH Nguyen, J McDermott
Genetic Programming and Evolvable Machines 17, 25-53, 2016
372016
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
362012
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
332019
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
332009
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
272022
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
232016
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
222018
Semantic approximation for reducing code bloat in genetic programming
QU Nguyen, TH Chu
Swarm and Evolutionary Computation 58, 100729, 2020
202020
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
182014
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