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Nguyen Xuan Hoai
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2020 – today
- 2021
- [c63]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: 2231-2236 - [i1]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 abs/2103.00792 (2021)
2010 – 2019
- 2019
- [j17]Minh-Tien Nguyen, Tran Viet Cuong, Xuan Hoai Nguyen, Le-Minh Nguyen:
Web document summarization by exploiting social context with matrix co-factorization. Inf. Process. Manag. 56(3): 495-515 (2019) - [j16]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: 58-75 (2019) - [c62]Minh-Tien Nguyen, Tran Viet Cuong, Nguyen Xuan Hoai:
Exploiting User Comments for Document Summarization with Matrix Factorization. SoICT 2019: 118-124 - 2018
- [c61]Hoang Van Thuy, Phan Viet Anh, Nguyen Xuan Hoai:
Automated Large Program Repair based on Big Code. SoICT 2018: 375-381 - 2017
- [j15]Tuan Anh Pham, Minh Hoàng Hà, Xuan Hoai Nguyen:
Solving the multi-vehicle multi-covering tour problem. Comput. Oper. Res. 88: 258-278 (2017) - [c60]Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao:
Combining conformal prediction and genetic programming for symbolic interval regression. GECCO 2017: 1001-1008 - [c59]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: 70-77 - 2016
- [j14]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) - [j13]Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai:
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming. IEEE Trans. Evol. Comput. 20(1): 81-95 (2016) - 2015
- [c58]Huong Thanh Le, Luan Van Tran, Xuan Hoai Nguyen, Thi Hien Nguyen:
Optimizing Genetic Algorithm in Feature Selection for Named Entity Recognition. SoICT 2015: 11-16 - [c57]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: 32-37 - 2014
- [j12]Kangil Kim, Yin Shan, Xuan Hoai Nguyen, Robert I. McKay:
Probabilistic model building in genetic programming: a critical review. Genet. Program. Evolvable Mach. 15(2): 115-167 (2014) - [c56]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: 951-958 - [c55]Thi Anh Le, Thi Huong Chu, Quang Uy Nguyen, Xuan Hoai Nguyen:
Malware detection using genetic programming. CISDA 2014: 1-6 - [c54]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: 577-588 - [c53]Truong Son Pham, Quang Uy Nguyen, Xuan Hoai Nguyen:
Generating artificial attack data for intrusion detection using machine learning. SoICT 2014: 286-291 - 2013
- [j11]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) - [c52]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 - [c51]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 - [c50]Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen:
Phishing Attacks Detection Using Genetic Programming. KSE (2) 2013: 185-195 - [c49]Van Truong Nguyen, Xuan Hoai Nguyen, Chi Mai Luong:
A novel combination of negative and positive selection in Artificial Immune Systems. RIVF 2013: 6-11 - [c48]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
- [j10]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): 3112-3113 (2012) - [c47]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: 1-8 - [c46]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 - [c45]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 - [c44]Minhyeok Kim, Robert Ian (Bob) McKay, Dong-Kyun Kim, Xuan Hoai Nguyen:
Evolutionary Operator Self-adaptation with Diverse Operators. EuroGP 2012: 230-241 - [c43]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 - [c42]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 - [c41]Minhyeok Kim, Bob McKay, Kangil Kim, Xuan Hoai Nguyen:
Analysing the Effects of Diverse Operators in a Genetic Programming System. PPSN (1) 2012: 387-396 - [c40]Nguyen Thi Hien, Xuan Hoai Nguyen:
Learning in Stages: A Layered Learning Approach for Genetic Programming. RIVF 2012: 1-4 - [c39]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 - [e1]Lam Thu Bui, Yew-Soon Ong, Nguyen Xuan Hoai, Hisao Ishibuchi, Ponnuthurai Nagaratnam Suganthan:
Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings. Lecture Notes in Computer Science 7673, Springer 2012, ISBN 978-3-642-34858-7 [contents] - 2011
- [j9]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): 5528-5550 (2011) - [j8]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) - [j7]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): 287-312 (2011) - [c38]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: 1179-1185 - [c37]Minhyeok Kim, Robert Ian (Bob) McKay, Nguyen Xuan Hoai, Kangil Kim:
Operator Self-adaptation in Genetic Programming. EuroGP 2011: 215-226 - [c36]Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill:
Examining the landscape of semantic similarity based mutation. GECCO 2011: 1363-1370 - [c35]Nguyen Quang Uy, Eoin Murphy, Michael O'Neill, Nguyen Xuan Hoai:
Semantic-Based Subtree Crossover Applied to Dynamic Problems. KSE 2011: 78-84 - 2010
- [j6]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): 365-396 (2010) - [c34]Dong-Kyun Kim, Bob McKay, Haisoo Shin, Yun-Geun Lee, Xuan Hoai Nguyen:
Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c33]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 - [c32]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 - [c31]Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Bob McKay:
Semantics based crossover for boolean problems. GECCO 2010: 869-876 - [c30]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
- [j5]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): 237-244 (2009) - [c29]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 - [c28]Haisoo Shin, Yun-Geun Lee, Bob McKay, Nguyen Xuan Hoai:
Evolutionary Algorithms in Unreliable Memory. AHS 2009: 236-243 - [c27]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 - [c26]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: 373-380 - [c25]Robert I. McKay, Xuan Hoai Nguyen, James Cheney, Minhyeok Kim, Naoki Mori, Tuan Hao Hoang:
Estimating the distribution and propagation of genetic programming building blocks through tree compression. GECCO 2009: 1011-1018 - [c24]Ivan Koryakovskiy, Nguyen Xuan Hoai, Kyoung Mu Lee:
A genetic algorithm with local map for path planning in dynamic environments. GECCO 2009: 1859-1860 - [c23]Yun-Geun Lee, Robert I. McKay, Xuan Hoai Nguyen, Dong-Kyun Kim:
The effect of vesicular selection in dynamic environments. GECCO 2009: 1867-1868 - [c22]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: 171-178 - 2008
- [j4]Bob McKay, Shu-Heng Chen, Nguyen Xuan Hoai:
Genetic Programming: An emerging engineering tool. Int. J. Knowl. Based Intell. Eng. Syst. 12(1): 1-2 (2008) - [j3]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): 69-82 (2008) - [c21]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: 3128-3134 - [c20]Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai:
Learning General Solutions through Multiple Evaluations during Development. ICES 2008: 201-212 - 2007
- [c19]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 - [c18]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: 2501-2508 - [c17]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: 251-260 - [c16]Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai:
Developmental Evaluation in Genetic Programming: A Position Paper. FBIT 2007: 773-778 - [c15]Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay:
PSO with randomized low-discrepancy sequences. GECCO 2007: 173 - [c14]Tuan Hao Hoang, Daryl Essam, Bob McKay, Nguyen Xuan Hoai:
Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation. ISICA 2007: 137-146 - 2006
- [j2]Robert I. McKay, Tuan Hao Hoang, Naoki Mori, Nguyen Xuan Hoai, Daryl Essam:
Model-building with interpolated temporal data. Ecol. Informatics 1(3): 259-268 (2006) - [j1]Nguyen Xuan Hoai, Robert I. McKay, Daryl Leslie Essam:
Representation and Structural Difficulty in Genetic Programming. IEEE Trans. Evol. Comput. 10(2): 157-166 (2006) - [c13]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: 2134-2141 - [c12]Robert I. McKay, Tuan Hao Hoang, Daryl Leslie Essam, Nguyen Xuan Hoai:
Developmental Evaluation in Genetic Programming: The Preliminary Results. EuroGP 2006: 280-289 - [c11]Tuan Hao Hoang, Nguyen Xuan Hoai, Nguyen Thi Hien, Robert I. McKay, Daryl Essam:
ORDERTREE: a new test problem for genetic programming. GECCO 2006: 807-814 - 2005
- [c10]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: 108-119 - 2004
- [b1]Xuan Hoai Nguyen:
Flexible representation for genetic programming : lessons from natural language processing. University of New South Wales, Canberra, Australia, 2004 - [c9]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: 472-477 - [c8]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: 478-485 - [c7]Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass:
Toward an Alternative Comparison between Different Genetic Programming Systems. EuroGP 2004: 67-77 - [c6]Nguyen Xuan Hoai, Robert I. McKay:
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators. GECCO (2) 2004: 605-616 - 2003
- [c5]Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass:
Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP 2003: 335-344 - 2002
- [c4]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: 1326-1331 - [c3]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: 1654-1659 - [c2]Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam:
Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming. EuroGP 2002: 228-237 - 2001
- [c1]Nguyen Xuan Hoai:
Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming. HIS 2001: 339-351
Coauthor Index
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