Nguyen Xuan Hoai

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)

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

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)

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

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

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

MinHyeok Kim, Robert Ian (Bob) McKay, Dong-Kyun Kim, Xuan Hoai Nguyen: Evolutionary Operator Self-adaptation with Diverse Operators. EuroGP 2012: 230-241

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

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

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

Nguyen Thi Hien, Xuan Hoai Nguyen: Learning in Stages: A Layered Learning Approach for Genetic Programming. RIVF 2012: 1-4

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

Lam Thu Bui, Yew-Soon Ong, Nguyen Xuan Hoai, Hisao Ishibuchi, Ponnuthurai Nagaratnam Suganthan (Eds.): 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

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)

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. Genetic Programming and Evolvable Machines 12(2): 91-119 (2011)

Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai: On Synergistic Interactions Between Evolution, Development and Layered Learning. IEEE Trans. Evolutionary Computation 15(3): 287-312 (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: 1179-1185

MinHyeok Kim, Robert Ian (Bob) McKay, Nguyen Xuan Hoai, Kangil Kim: Operator Self-adaptation in Genetic Programming. EuroGP 2011: 215-226

Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill: Examining the landscape of semantic similarity based mutation. GECCO 2011: 1363-1370

Nguyen Quang Uy, Eoin Murphy, Michael O'Neill, Nguyen Xuan Hoai: Semantic-Based Subtree Crossover Applied to Dynamic Problems. KSE 2011: 78-84

Robert I. McKay, Nguyen Xuan Hoai, Peter Alexander Whigham, Yin Shan, Michael O'Neill: Grammar-based Genetic Programming: a survey. Genetic Programming and Evolvable Machines 11(3-4): 365-396 (2010)

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

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

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

Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Bob McKay: Semantics based crossover for boolean problems. GECCO 2010: 869-876

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

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. JACIII 13(3): 237-244 (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: 170-181

Haisoo Shin, Yun-Geun Lee, Bob McKay, Nguyen Xuan Hoai: Evolutionary Algorithms in Unreliable Memory. AHS 2009: 236-243

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

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

Robert I. McKay, Xuan Hoai Nguyen, James R. 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

Ivan Koryakovskiy, Nguyen Xuan Hoai, Kyoung Mu Lee: A genetic algorithm with local map for path planning in dynamic environments. GECCO 2009: 1859-1860

Yun-Geun Lee, Robert I. McKay, Xuan Hoai Nguyen, Dong-Kyun Kim: The effect of vesicular selection in dynamic environments. GECCO 2009: 1867-1868

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

Bob McKay, Shu-Heng Chen, Nguyen Xuan Hoai: Genetic Programming: An emerging engineering tool. KES Journal 12(1): 1-2 (2008)

Tuan Hao Hoang, Daryl Essam, Robert I. McKay, Nguyen Xuan Hoai: Developmental evaluation in Genetic Programming: The TAG-based frame work. KES Journal 12(1): 69-82 (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: 3128-3134

Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai: Learning General Solutions through Multiple Evaluations during Development. ICES 2008: 201-212

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

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

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

Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai: Developmental Evaluation in Genetic Programming: A Position Paper. FBIT 2007: 773-778

Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay: PSO with randomized low-discrepancy sequences. GECCO 2007: 173

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

Robert I. McKay, Tuan Hao Hoang, Naoki Mori, Nguyen Xuan Hoai, Daryl Essam: Model-building with interpolated temporal data. Ecological Informatics 1(3): 259-268 (2006)

Nguyen Xuan Hoai, Robert I. McKay, Daryl Leslie Essam: Representation and Structural Difficulty in Genetic Programming. IEEE Trans. Evolutionary Computation 10(2): 157-166 (2006)

Robert I. McKay, Tuan Hao Hoang, Daryl Leslie Essam, Nguyen Xuan Hoai: Developmental Evaluation in Genetic Programming: The Preliminary Results. EuroGP 2006: 280-289

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

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

Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass: Toward an Alternative Comparison between Different Genetic Programming Systems. EuroGP 2004: 67-77

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

Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass: Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP 2003: 335-344

Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam: Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming. EuroGP 2002: 228-237

Nguyen Xuan Hoai: Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming. HIS 2001: 339-351