Nguyen Quang Uy

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Balanced Twin Auto-Encoder for IoT Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Network Anomaly Detection Using Genetic Programming with Semantic Approximation Techniques.

[BibT_eX]

[DOI]

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2021

2020

Semantic approximation for reducing code bloat in Genetic Programming.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2020

Deep Transfer Learning for IoT Attack Detection.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

A Clustering-based Shrink AutoEncoder for Detecting Anomalies in Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Learning Latent Distribution for Distinguishing Network Traffic in Intrusion Detection System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Semantic tournament selection for genetic programming based on statistical analysis of error vectors.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Semantics Based Substituting Technique for Reducing Code Bloat in Genetic Programming.

[BibT_eX]

[DOI]

Van Loi Cao

Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

2017

A Deep Learning Based Method for Handling Imbalanced Problem in Network Traffic Classification.

[BibT_eX]

[DOI]

Ly Vu

Cong Thanh Bui

Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Sequential ensemble method for unsupervised anomaly detection.

[BibT_eX]

[DOI]

Huy Van Nguyen

Trung Thanh Nguyen

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2016

Subtree semantic geometric crossover for genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2016

Learning from imbalanced data for encrypted traffic identification problem.

[BibT_eX]

[DOI]

Ly Vu

Dong Van Tra

Proceedings of the Seventh Symposium on Information and Communication Technology, 2016

Tournament Selection Based on Statistical Test in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

2015

Unsupervised Anomaly Detection in Online Game.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

A new implementation to speed up Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE RIVF International Conference on Computing & Communication Technologies, 2015

Transfer learning in Genetic Programming.

[BibT_eX]

[DOI]

Thi Thu Huong Dinh

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Generating artificial attack data for intrusion detection using machine learning.

[BibT_eX]

[DOI]

Truong Son Pham

Proceedings of the Fifth Symposium on Information and Communication Technology, 2014

Malware detection using genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2014

2013

On the roles of semantic locality of crossover in genetic programming.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

Phishing Attacks Detection Using Genetic Programming.

[BibT_eX]

[DOI]

Pham Tuan Anh

Proceedings of the Knowledge and Systems Engineering, 2013

Guiding function set selection in genetic programming based on fitness landscape analysis.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Examining the Diversity Property of Semantic Similarity Based Crossover.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

2012

Where Should We Stop? An Investigation on Early Stopping for GP Learning.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

A Study on the Use of Genetic Programming for Automatic Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012

Evolving the best known approximation to the Q function.

[BibT_eX]

[DOI]

Dao Ngoc Phong

Nguyen Xuan Hoai

Robert Ian (Bob) McKay

Constantin Siriteanu

Nguyen Quang Uy

Namyong Park

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Semantically-based crossover in genetic programming: application to real-valued symbolic regression.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2011

Semantic-Based Subtree Crossover Applied to Dynamic Problems.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

Examining the landscape of semantic similarity based mutation.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

Semantics based crossover for boolean problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 13th European Conference, 2010

Self-adapting semantic sensitivities for Semantic Similarity based Crossover.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression.

[BibT_eX]

[DOI]

Nguyen Quang Uy

Nguyen Xuan Hoai

Proceedings of the Genetic Programming, 12th European Conference, 2009

Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.

[BibT_eX]

[DOI]

Proceedings of the Artifical Evolution, 2009

2007

PSO with randomized low-discrepancy sequences.

[BibT_eX]

[DOI]