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Dinh, P.V. and Nguyen, Q.U. and Hoang, D.T. and Nguyen, D.N. and Bao, S.P. and Dutkiewicz, E. (2023) Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems. IEEE Internet of Things Journal. p. 1. ISSN 23274662

Hoang, T.B. and Vu, L. and Nguyen, Q.U. (2022) A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification. 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.

Vu, L. and Cao, V.L. and Nguyen, Q.U. and Nguyen, D.N. and Hoang, D.T. and Dutkiewicz, E. (2022) Learning Latent Representation for IoT Anomaly Detection. IEEE Transactions on Cybernetics, 52 (5). pp. 3769-3782. ISSN 21682267

Vu, T.A. and Tran, T.P. and Vu, L. and Nguyen, Q.U. (2022) Shrink AutoEncoder for Federated Learning-based IoT Anomaly Detection. In: Conference of 9th NAFOSTED Conference on Information and Computer Science, NICS 2022, 31 October 2022 Through 1 November 2022, Ho Chi Minh City.

Vu, L. and Nguyen, Q.U. and Nguyen, D.N. and Hoang, D.T. and Dutkiewicz, E. (2020) Deep Transfer Learning for IoT Attack Detection. IEEE Access, 8: 9110582. pp. 107335-107344. ISSN 21693536

Nguyen, Q.U. and Chu, T.H. (2020) Semantic approximation for reducing code bloat in Genetic Programming. Swarm and Evolutionary Computation, 58: 100729. ISSN 22106502

Thanh, C. and Cao, V.L. and Hoang, M. and Nguyen, Q.U. (2019) Data fusion-based network anomaly detection towards evidence theory. In: 6th NAFOSTED Conference on Information and Computer Science, NICS 2019, 12 December 2019 through 13 December 2019.

Bui, T.C. and Cao, V.L. and Hoang, M. and Nguyen, Q.U. (2019) A clustering-based shrink autoencoder for detecting anomalies in intrusion detection systems. In: 11th International Conference on Knowledge and Systems Engineering, KSE 2019, 24 October 2019 through 26 October 2019.

Vu, L. and Nguyen, Q.U. (2019) An ensemble of activation functions in autoencoder applied to IoT anomaly detection. In: 6th NAFOSTED Conference on Information and Computer Science, NICS 2019, 12 December 2019 through 13 December 2019.

Chu, T.H. and Nguyen, Q.U. and O'Neill, M. (2018) Semantic tournament selection for genetic programming based on statistical analysis of error vectors. Information Sciences, 436-43. pp. 352-366. ISSN 200255

Chu, T.H. and Nguyen, Q.U. and Cao, V.L. (2018) Semantics based substituting technique for reducing code bloat in genetic programming. In: 9th International Symposium on Information and Communication Technology, SoICT 2018, 6 December 2018 through 7 December 2018.

Vu, L. and Thuy, H.V. and Nguyen, Q.U. and Ngoc, T.N. and Nguyen, D.N. and Hoang, D.T. and Dutkiewicz, E. (2018) Time Series Analysis for Encrypted Traffic Classification: A Deep Learning Approach. In: 18th International Symposium on Communication and Information Technology, ISCIT 2018, 26 September 2018 through 29 September 2018.

Chu, T.H. and Nguyen, Q.U. (2017) Reducing code bloat in Genetic Programming based on subtree substituting technique. In: 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems, IES 2017, 15 November 2017 through 17 November 2017.

Van Nguyen, H. and Nguyen, T.T. and Nguyen, Q.U. (2017) Sequential ensemble method for unsupervised anomaly detection. In: 9th International Conference on Knowledge and Systems Engineering, KSE 2017, 19 October 2017 through 21 October 2017.

Vu, L. and Bui, C.T. and Nguyen, Q.U. (2017) A deep learning based method for handling imbalanced problem in network traffic classification. In: 8th International Symposium on Information and Communication Technology, SoICT 2017, 7 December 2017 through 8 December 2017.

Vu, L. and Tra, D.V. and Nguyen, Q.U. (2016) Learning from imbalanced data for encrypted traffic identification problem. In: 7th Symposium on Information and Communication Technology, SoICT 2016, 8 December 2016 through 9 December 2016.

Nguyen, Q.U. and Pham, T.A. and Nguyen, X.H. and McDermott, J. (2016) Subtree semantic geometric crossover for genetic programming. Genetic Programming and Evolvable Machines, 17 (1). pp. 25-53. ISSN 13892576

Chu, T.H. and Nguyen, Q.U. and O’Neill, M. (2016) Tournament selection based on statistical test in genetic programming. In: 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, 17 September 2016 through 21 September 2016.

Dinh, P.V. and Nguyen, T.N. and Nguyen, Q.U. (2016) An empirical study of anomaly detection in online games. In: 3rd National Foundation for Science and Technology Development Conference on Information and Computer Science, NICS 2016, 14 September 2016 through 16 September 2016.

Le, T.A. and Chu, T.H. and Nguyen, Q.U. and Nguyen, X.H. (2015) Malware detection using genetic programming. In: 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, 14 December 2014 through 17 December 2014.

Dinh, T.T.H. and Chu, T.H. and Nguyen, Q.U. (2015) Transfer learning in Genetic Programming. In: IEEE Congress on Evolutionary Computation, CEC 2015, 25 May 2015 through 28 May 2015.

Nguyen, T.T. and Vu, L.T. and Nguyen, A.T. and Nguyen, Q.U. and Nguyen, T.A.H. and Hai, L.D. (2015) Unsupervised anomaly detection in online game. In: 6th International Symposium on Information and Communication Technology, SoICT 2015, 3 December 2015 through 4 December 2015.

Nguyen, T.T.T. and Nguyen, Q.U. (2015) An analysis of Persuasive Text Passwords. In: 2nd National Foundation for Science and Technology Development Conference on Information and Computer Science, NICS 2015, 16 September 2015 through 18 September 2015.

Chu, T.H. and Nguyen, Q.U. (2015) A new implementation to speed up genetic programming. In: 2015 International Conference on Computing and Communication Technologies: Research, Innovation, and Vision for Future, IEEE RIVF 2015, 25 January 2015 through 28 January 2015.

Cao, V.L. and Hoang, V.T. and Nguyen, Q.U. (2014) A scheme for building a dataset for intrusion detection systems. In: 2013 3rd World Congress on Information and Communication Technologies, WICT 2013, 15 December 2013 through 18 December 2013.

Nguyen, T.H. and Nguyen, X.H. and McKay, B. and Nguyen, Q.U. (2012) Where should we stop? An investigation on early stopping for GP learning. In: 9th International Conference on Simulated Evolution and Learning, SEAL 2012, 16 December 2012 through 19 December 2012, Hanoi.