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ORCIDNguyen Quang Uy
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2020 – today
- 2024
[j9]Phai Vu Dinh
, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz:
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems. IEEE Internet Things J. 11(8): 14789-14803 (2024)- [c37]Phai Vu Dinh, Dinh Thai Hoang, Nguyen Quang Uy, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz:
Multiple-Input Auto-Encoder for IoT Intrusion Detection Systems with Heterogeneous Data. ICC 2024: 2707-2712 - [i3]Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz:
Twin Auto-Encoder Model for Learning Separable Representation in Cyberattack Detection. CoRR abs/2403.15509 (2024) - [i2]Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Eryk Dutkiewicz, Son Pham Bao:
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems. CoRR abs/2403.15511 (2024) - 2023
- [j8]Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz:
Deep Generative Learning Models for Cloud Intrusion Detection Systems. IEEE Trans. Cybern. 53(1): 565-577 (2023) - [p1]Ly Vu, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz:
A Novel Transfer Learning Model for Intrusion Detection Systems in IoT Networks. Emerging Trends in Cybersecurity Applications 2023: 45-65 - [i1]Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz:
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems. CoRR abs/2312.02490 (2023) - 2022
- [j7]Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz:
Learning Latent Representation for IoT Anomaly Detection. IEEE Trans. Cybern. 52(5): 3769-3782 (2022) - [c36]Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Nguyen Quang Uy, Son Pham Bao, Eryk Dutkiewicz:
Balanced Twin Auto-Encoder for IoT Intrusion Detection. GLOBECOM 2022: 3387-3392 - [c35]Trong Binh Hoang, Ly Vu, Quang Uy Nguyen:
A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification. RIVF 2022: 458-463 - [c34]Anh Le, Quang Uy Nguyen, Ngoc Tran Nguyen, Hai-Hong Phan, Thi Huong Chu:
An integration of Pseudo Anomalies and Memory Augmented Autoencoder for Video Anomaly Detection. SoICT 2022: 262-269 - [c33]Phai Vu Dinh, Nguyen Quang Uy, Diep N. Nguyen, Dinh Thai Hoang, Son Pham Bao, Eryk Dutkiewicz:
Twin Variational Auto-Encoder for Representation Learning in IoT Intrusion Detection. WCNC 2022: 848-853 - 2021
- [c32]Thi Huong Chu, Quang Uy Nguyen:
Network Anomaly Detection Using Genetic Programming with Semantic Approximation Techniques. RIVF 2021: 1-6 - 2020
- [j6]Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz:
Deep Transfer Learning for IoT Attack Detection. IEEE Access 8: 107335-107344 (2020) - [j5]Quang Uy Nguyen, Thi Huong Chu:
Semantic approximation for reducing code bloat in Genetic Programming. Swarm Evol. Comput. 58: 100729 (2020)
2010 – 2019
- 2019
- [c31]Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz:
Learning Latent Distribution for Distinguishing Network Traffic in Intrusion Detection System. ICC 2019: 1-6 - [c30]Cong Thanh Bui, Van Loi Cao, Minh Hoang, Quang Uy Nguyen:
A Clustering-based Shrink AutoEncoder for Detecting Anomalies in Intrusion Detection Systems. KSE 2019: 1-5 - 2018
- [j4]Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill:
Semantic tournament selection for genetic programming based on statistical analysis of error vectors. Inf. Sci. 436-437: 352-366 (2018) - [c29]Thi Huong Chu, Quang Uy Nguyen, Van Loi Cao:
Semantics Based Substituting Technique for Reducing Code Bloat in Genetic Programming. SoICT 2018: 77-83 - 2017
- [c28]Huy Van Nguyen, Trung Thanh Nguyen, Quang Uy Nguyen:
Sequential ensemble method for unsupervised anomaly detection. KSE 2017: 71-76 - [c27]Ly Vu, Cong Thanh Bui, Quang Uy Nguyen:
A Deep Learning Based Method for Handling Imbalanced Problem in Network Traffic Classification. SoICT 2017: 333-339 - 2016
- [j3]Quang Uy Nguyen, Tuan Anh Pham, Xuan Hoai Nguyen, James McDermott:
Subtree semantic geometric crossover for genetic programming. Genet. Program. Evolvable Mach. 17(1): 25-53 (2016) - [c26]Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill:
Tournament Selection Based on Statistical Test in Genetic Programming. PPSN 2016: 303-312 - [c25]Ly Vu, Dong Van Tra, Quang Uy Nguyen:
Learning from imbalanced data for encrypted traffic identification problem. SoICT 2016: 147-152 - 2015
- [c24]Thi Thu Huong Dinh, Thi Huong Chu, Quang Uy Nguyen:
Transfer learning in Genetic Programming. CEC 2015: 1145-1151 - [c23]Thi Huong Chu, Quang Uy Nguyen:
A new implementation to speed up Genetic Programming. RIVF 2015: 35-40 - [c22]Trung Thanh Nguyen, Anh Tuan Nguyen, Tuan Anh Ha Nguyen, Ly Thi Vu, Quang Uy Nguyen, Long Dao Hai:
Unsupervised Anomaly Detection in Online Game. SoICT 2015: 4-10 - 2014
- [c21]Thi Anh Le, Thi Huong Chu, Quang Uy Nguyen, Xuan Hoai Nguyen:
Malware detection using genetic programming. CISDA 2014: 1-6 - [c20]Truong Son Pham, Quang Uy Nguyen, Xuan Hoai Nguyen:
Generating artificial attack data for intrusion detection using machine learning. SoICT 2014: 286-291 - 2013
- [j2]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Robert I. McKay, Dao Ngoc Phong:
On the roles of semantic locality of crossover in genetic programming. Inf. Sci. 235: 195-213 (2013) - [c19]Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill:
Examining the Diversity Property of Semantic Similarity Based Crossover. EuroGP 2013: 265-276 - [c18]Quang Uy Nguyen, Truong Cong Doan, Xuan Hoai Nguyen, Michael O'Neill:
Guiding function set selection in genetic programming based on fitness landscape analysis. GECCO (Companion) 2013: 149-150 - [c17]Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen:
Phishing Attacks Detection Using Genetic Programming. KSE (2) 2013: 185-195 - [c16]Dao Ngoc Phong, Nguyen Quang Uy, Nguyen Xuan Hoai, Nguyen Thanh Thuy:
Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming. RIVF 2013: 141-146 - 2012
- [c15]Dao Ngoc Phong, Nguyen Quang Uy, Nguyen Xuan Hoai, Robert I. McKay:
Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c14]Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill, Alexandros Agapitos:
An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. EuroGP 2012: 109-120 - [c13]Dao Ngoc Phong, Nguyen Xuan Hoai, Robert Ian (Bob) McKay, Constantin Siriteanu, Nguyen Quang Uy, Namyong Park:
Evolving the best known approximation to the Q function. GECCO 2012: 807-814 - [c12]Nguyen Quang Uy, Pham Tuan Anh, Truong Cong Doan, Nguyen Xuan Hoai:
A Study on the Use of Genetic Programming for Automatic Text Summarization. KSE 2012: 93-98 - [c11]Nguyen Thi Hien, Xuan Hoai Nguyen, Bob McKay, Quang Uy Nguyen:
Where Should We Stop? An Investigation on Early Stopping for GP Learning. SEAL 2012: 391-399 - 2011
- [j1]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Robert I. McKay, Edgar Galván López:
Semantically-based crossover in genetic programming: application to real-valued symbolic regression. Genet. Program. Evolvable Mach. 12(2): 91-119 (2011) - [c10]Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill:
Examining the landscape of semantic similarity based mutation. GECCO 2011: 1363-1370 - [c9]Nguyen Quang Uy, Eoin Murphy, Michael O'Neill, Nguyen Xuan Hoai:
Semantic-Based Subtree Crossover Applied to Dynamic Problems. KSE 2011: 78-84 - 2010
- [c8]Nguyen Quang Uy, Bob McKay, Michael O'Neill, Nguyen Xuan Hoai:
Self-adapting semantic sensitivities for Semantic Similarity based Crossover. IEEE Congress on Evolutionary Computation 2010: 1-7 - [c7]Nguyen Quang Uy, Nguyen Thi Hien, Nguyen Xuan Hoai, Michael O'Neill:
Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover. EuroGP 2010: 184-195 - [c6]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Bob McKay:
Semantics based crossover for boolean problems. GECCO 2010: 869-876 - [c5]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Bob McKay:
The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming. PPSN (2) 2010: 533-542
2000 – 2009
- 2009
- [c4]Nguyen Quang Uy, Michael O'Neill, Nguyen Xuan Hoai, Bob McKay, Edgar Galván López:
Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression. Artificial Evolution 2009: 170-181 - [c3]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill:
Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. EuroGP 2009: 292-302 - 2007
- [c2]Nguyen Quang Uy, Nguyen Xuan Hoai, Robert I. McKay, Pham Minh Tuan:
Initialising PSO with randomised low-discrepancy sequences: the comparative results. IEEE Congress on Evolutionary Computation 2007: 1985-1992 - [c1]Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay:
PSO with randomized low-discrepancy sequences. GECCO 2007: 173
Coauthor Index
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last updated on 2024-10-07 22:05 CEST by the dblp team
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