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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
3702011
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
1392017
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
1122009
Deep transfer learning for IoT attack detection
L Vu, QU Nguyen, DN Nguyen, DT Hoang, E Dutkiewicz
IEEE Access 8, 107335-107344, 2020
1112020
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
972007
Transfer learning in genetic programming
TTH Dinh, TH Chu, QU Nguyen
2015 IEEE Congress on Evolutionary Computation (CEC), 1145-1151, 2015
752015
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
692020
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
572010
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
532022
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
512013
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
452010
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
442018
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
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
362019
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
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
342009
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
272016
Semantic approximation for reducing code bloat in genetic programming
QU Nguyen, TH Chu
Swarm and Evolutionary Computation 58, 100729, 2020
262020
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
262018
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
232014
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