Nguyen Xuan Hoai

According to our database1, Nguyen Xuan Hoai authored at least 81 papers between 2001 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
CoRR, 2021

Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2019
An efficient genetic algorithm for maximizing area coverage in wireless sensor networks.
Inf. Sci., 2019

Web document summarization by exploiting social context with matrix co-factorization.
Inf. Process. Manag., 2019

Exploiting User Comments for Document Summarization with Matrix Factorization.
Proceedings of the Tenth International Symposium on Information and Communication Technology, 2019

2018
Automated Large Program Repair based on Big Code.
Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

2017
Solving the multi-vehicle multi-covering tour problem.
Comput. Oper. Res., 2017

Utilizing User Posts to Enrich Web Document Summarization with Matrix Co-factorization.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Combining conformal prediction and genetic programming for symbolic interval regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming.
IEEE Trans. Evol. Comput., 2016

Subtree semantic geometric crossover for genetic programming.
Genet. Program. Evolvable Mach., 2016

2015
Optimizing Genetic Algorithm in Feature Selection for Named Entity Recognition.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

The impact of high dimensionality on SVM when classifying ERP data - A solution from LDA.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

2014
Probabilistic model building in genetic programming: a critical review.
Genet. Program. Evolvable Mach., 2014

Generating artificial attack data for intrusion detection using machine learning.
Proceedings of the Fifth Symposium on Information and Communication Technology, 2014

A Comparative Study of Classification-Based Machine Learning Methods for Novel Disease Gene Prediction.
Proceedings of the Knowledge and Systems Engineering, 2014

Malware detection using genetic programming.
Proceedings of the Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2014

Reordering dimensions for Radial Visualization of multidimensional data - A Genetic Algorithms approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
On the roles of semantic locality of crossover in genetic programming.
Inf. Sci., 2013

Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming.
Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

A novel combination of negative and positive selection in Artificial Immune Systems.
Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

Phishing Attacks Detection Using Genetic Programming.
Proceedings of the Knowledge and Systems Engineering, 2013

Guiding function set selection in genetic programming based on fitness landscape analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Examining the Diversity Property of Semantic Similarity Based Crossover.
Proceedings of the Genetic Programming - 16th European Conference, 2013

2012
Erratum to 'Investigating vesicular selection: A selection operator in in-vitro evolution' [Applied Soft Computing 11/8 (2012) [5528-5550].
Appl. Soft Comput., 2012

Where Should We Stop? An Investigation on Early Stopping for GP Learning.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Learning in Stages: A Layered Learning Approach for Genetic Programming.
Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012

Analysing the Effects of Diverse Operators in a Genetic Programming System.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Study on the Use of Genetic Programming for Automatic Text Summarization.
Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012

Evolving the best known approximation to the Q function.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolutionary Operator Self-adaptation with Diverse Operators.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Implicit bias and recursive grammar structures in estimation of distribution genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
On Synergistic Interactions Between Evolution, Development and Layered Learning.
IEEE Trans. Evol. Comput., 2011

Semantically-based crossover in genetic programming: application to real-valued symbolic regression.
Genet. Program. Evolvable Mach., 2011

Investigating vesicular selection: A selection operator in in vitro evolution.
Appl. Soft Comput., 2011

Semantic-Based Subtree Crossover Applied to Dynamic Problems.
Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

Examining the landscape of semantic similarity based mutation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Operator Self-adaptation in Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

A study on Genetic Programming with layered learning and incremental sampling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Grammar-based Genetic Programming: a survey.
Genet. Program. Evolvable Mach., 2010

The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 2010

Semantics based crossover for boolean problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Self-adapting semantic sensitivities for Semantic Similarity based Crossover.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification.
J. Adv. Comput. Intell. Intell. Informatics, 2009

Estimating the distribution and propagation of genetic programming building blocks through tree compression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

The effect of vesicular selection in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

A genetic algorithm with local map for path planning in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Evolutionary Algorithms in Unreliable Memory.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.
Proceedings of the Artifical Evolution, 2009

2008
Genetic Programming: An emerging engineering tool.
Int. J. Knowl. Based Intell. Eng. Syst., 2008

Developmental evaluation in Genetic Programming: The TAG-based frame work.
Int. J. Knowl. Based Intell. Eng. Syst., 2008

Learning General Solutions through Multiple Evaluations during Development.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation.
Proceedings of the Advances in Computation and Intelligence, 2007

PSO with randomized low-discrepancy sequences.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Developmental Evaluation in Genetic Programming: A Position Paper.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Analysing the Regularity of Genomes Using Compression and Expression Simplification.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Initialising PSO with randomised low-discrepancy sequences: the comparative results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Using compression to understand the distribution of buildingblocks ingenetic programming populations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Representation and Structural Difficulty in Genetic Programming.
IEEE Trans. Evol. Comput., 2006

Model-building with interpolated temporal data.
Ecol. Informatics, 2006

ORDERTREE: a new test problem for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Developmental Evaluation in Genetic Programming: The Preliminary Results.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator.
Proceedings of the Genetic Programming, 8th European Conference, 2005

2004
Flexible representation for genetic programming : lessons from natural language processing.
PhD thesis, 2004

Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.
Proceedings of the Genetic and Evolutionary Computation, 2004

Toward an Alternative Comparison between Different Genetic Programming Systems.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Grammar model-based program evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

An investigation on the roles of insertion and deletion operators in tree adjoining grammar guided genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Tree Adjoining Grammars, Language Bias, and Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Solving the symbolic regression problem with tree-adjunct grammar guided genetic programming: the comparative results.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

AntTAG: a new method to compose computer programs using colonies of ants.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming.
Proceedings of the Hybrid Information Systems, 2001


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