Nguyen Xuan Hoai

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 8

Top Topics

Document Summarization

Genetic Programming

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality. CoRR (2021)
Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality. ICDE (2021)
Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Xuan Hoai, Marimuthu Swami Palaniswami
An efficient genetic algorithm for maximizing area coverage in wireless sensor networks. Inf. Sci. 488 (2019)
Minh-Tien Nguyen, Tran Viet Cuong, Nguyen Xuan Hoai
Exploiting User Comments for Document Summarization with Matrix Factorization. SoICT (2019)
Hoang Van Thuy, Phan Viet Anh, Nguyen Xuan Hoai
Automated Large Program Repair based on Big Code. SoICT (2018)
Minh-Tien Nguyen, Tran Viet Cuong, Nguyen Xuan Hoai, Minh-Le Nguyen
Utilizing User Posts to Enrich Web Document Summarization with Matrix Co-factorization. SoICT (2017)
Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao
Combining conformal prediction and genetic programming for symbolic interval regression. GECCO (2017)
Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming. IEEE Trans. Evol. Comput. 20 (1) (2016)
Nguyen Duy Du, Nguyen Hoang Huy, Nguyen Xuan Hoai
The impact of high dimensionality on SVM when classifying ERP data - A solution from LDA. SoICT (2015)
Huynh Thi Thanh Binh, Tran Van Long, Nguyen Xuan Hoai, Nguyen Duc Anh, Pham Manh Truong
Reordering dimensions for Radial Visualization of multidimensional data - A Genetic Algorithms approach. IEEE Congress on Evolutionary Computation (2014)
Duc-Hau Le, Nguyen Xuan Hoai, Yung-Keun Kwon
A Comparative Study of Classification-Based Machine Learning Methods for Novel Disease Gene Prediction. KSE (2014)
Dao Ngoc Phong, Nguyen Quang Uy, Nguyen Xuan Hoai, Nguyen Thanh Thuy
Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming. RIVF (2013)
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 (2013)
Yun-Geun Lee, Bob McKay, Kangil Kim, Dong-Kyun Kim, Nguyen Xuan Hoai
Erratum to 'Investigating vesicular selection: A selection operator in in-vitro evolution' [Applied Soft Computing 11/8 (2012) [5528-5550]. Appl. Soft Comput. 12 (9) (2012)
Kangil Kim, Nguyen Xuan Hoai, Bob McKay
Implicit bias and recursive grammar structures in estimation of distribution genetic programming. IEEE Congress on Evolutionary Computation (2012)
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)
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)
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)
Yun-Geun Lee, Bob McKay, Kangil Kim, Dong-Kyun Kim, Nguyen Xuan Hoai
Investigating vesicular selection: A selection operator in in vitro evolution. Appl. Soft Comput. 11 (8) (2011)
Nguyen Quang Uy, Eoin Murphy, Michael O'Neill, Nguyen Xuan Hoai
Semantic-Based Subtree Crossover Applied to Dynamic Problems. KSE (2011)
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
On Synergistic Interactions Between Evolution, Development and Layered Learning. IEEE Trans. Evol. Comput. 15 (3) (2011)
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) (2011)
Minhyeok Kim, Robert Ian (Bob) McKay, Nguyen Xuan Hoai, Kangil Kim
Operator Self-adaptation in Genetic Programming. EuroGP (2011)
Nguyen Thi Hien, Nguyen Xuan Hoai, Robert Ian (Bob) McKay
A study on Genetic Programming with layered learning and incremental sampling. IEEE Congress on Evolutionary Computation (2011)
Robert I. McKay, Nguyen Xuan Hoai, Peter Alexander Whigham, Yin Shan, Michael O'Neill
Grammar-based Genetic Programming: a survey. Genet. Program. Evolvable Mach. 11 (3-4) (2010)
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)
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)
Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Bob McKay
Semantics based crossover for boolean problems. GECCO (2010)
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)
Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill
Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. EuroGP (2009)
Haisoo Shin, Yun-Geun Lee, Bob McKay, Nguyen Xuan Hoai
Evolutionary Algorithms in Unreliable Memory. AHS (2009)
Naoki Mori, Bob McKay, Nguyen Xuan Hoai, Daryl Essam, Saori Takeuchi
A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification. J. Adv. Comput. Intell. Intell. Informatics 13 (3) (2009)
Naoki Mori, Bob McKay, Nguyen Xuan Hoai, Daryl Essam, Saori Takeuchi
A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification. IWANN (2) (2009)
Huynh Thi Thanh Binh, Robert I. McKay, Nguyen Xuan Hoai, Nguyen Duc Nghia
New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem. GECCO (2009)
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)
Ivan Koryakovskiy, Nguyen Xuan Hoai, Kyoung Mu Lee
A genetic algorithm with local map for path planning in dynamic environments. GECCO (2009)
Bob McKay, Shu-Heng Chen, Nguyen Xuan Hoai
Genetic Programming: An emerging engineering tool. Int. J. Knowl. Based Intell. Eng. Syst. 12 (1) (2008)
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
Learning General Solutions through Multiple Evaluations during Development. ICES (2008)
Tuan Hao Hoang, Daryl Essam, Robert I. McKay, Nguyen Xuan Hoai
Developmental evaluation in Genetic Programming: The TAG-based frame work. Int. J. Knowl. Based Intell. Eng. Syst. 12 (1) (2008)
Huynh Thi Thanh Binh, Nguyen Xuan Hoai, Robert I. McKay
A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem. IEEE Congress on Evolutionary Computation (2008)
Tuan Hao Hoang, Daryl Essam, Bob McKay, Nguyen Xuan Hoai
Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation. ISICA (2007)
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)
Jungseok Shin, Moonyoung Kang, Robert I. McKay, Nguyen Xuan Hoai, Tuan Hao Hoang, Naoki Mori, Daryl Essam
Analysing the Regularity of Genomes Using Compression and Expression Simplification. EuroGP (2007)
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
Developmental Evaluation in Genetic Programming: A Position Paper. FBIT (2007)
Robert I. McKay, Jungseok Shin, Tuan Hao Hoang, Nguyen Xuan Hoai, Naoki Mori
Using compression to understand the distribution of buildingblocks ingenetic programming populations. IEEE Congress on Evolutionary Computation (2007)
Tuan Hao Hoang, Nguyen Xuan Hoai, Nguyen Thi Hien, Robert I. McKay, Daryl Essam
ORDERTREE: a new test problem for genetic programming. GECCO (2006)
Nguyen Xuan Hoai, Robert I. McKay, Daryl Leslie Essam
Representation and Structural Difficulty in Genetic Programming. IEEE Trans. Evol. Comput. 10 (2) (2006)
Robert I. McKay, Tuan Hao Hoang, Naoki Mori, Nguyen Xuan Hoai, Daryl Essam
Model-building with interpolated temporal data. Ecol. Informatics 1 (3) (2006)
Robert I. McKay, Tuan Hao Hoang, Daryl Leslie Essam, Nguyen Xuan Hoai
Developmental Evaluation in Genetic Programming: The Preliminary Results. EuroGP (2006)
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming. IEEE Congress on Evolutionary Computation (2006)
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Tuan Hao Hoang
Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator. EuroGP (2005)
Nguyen Xuan Hoai, Robert I. McKay
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators. GECCO (2) (2004)
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass
Toward an Alternative Comparison between Different Genetic Programming Systems. EuroGP (2004)
Nguyen Xuan Hoai, Robert Ian Mc Kay
An investigation on the roles of insertion and deletion operators in tree adjoining grammar guided genetic programming. IEEE Congress on Evolutionary Computation (2004)
Yin Shan, Robert I. McKay, Rohan Baxter, Hussein A. Abbass, Daryl Essam, Nguyen Xuan Hoai
Grammar model-based program evolution. IEEE Congress on Evolutionary Computation (2004)
Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass
Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP (2003)
Hussein A. Abbass, Nguyen Xuan Hoai, Robert I. McKay
AntTAG: a new method to compose computer programs using colonies of ants. IEEE Congress on Evolutionary Computation (2002)
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam
Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming. EuroGP (2002)
Nguyen Xuan Hoai, Robert Ian (Bob) McKay, Daryl Essam, R. Chau
Solving the symbolic regression problem with tree-adjunct grammar guided genetic programming: the comparative results. IEEE Congress on Evolutionary Computation (2002)
Nguyen Xuan Hoai
Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming. HIS (2001)