Robert I. McKay

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 10

Top Topics

Fitness Evaluation

Dynamic Systems

Genetic Programming

Functional Decomposition

Top Venues

IEEE Trans. Evol. Comput.

GECCO (Companion)

Publications

Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Robert I. McKay, Saeed Anwar, Tom Gedeon
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
Resolving Anomalies in the Behaviour of a Modularity-Inducing Problem Domain with Distributional Fitness Evaluation. Artif. Life 28 (2) (2022)
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)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
Resolving Anomalies in the Behaviour of a Modularity Inducing Problem Domain with Distributional Fitness Evaluation. CoRR (2021)
Rollin Omari, Robert I. McKay, Tom Gedeon
Analogical and Relational Reasoning with Spiking Neural Networks. CoRR (2020)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
Why don't the modules dominate? GECCO (Companion) (2018)
Zhenyue Qin, Robert I. McKay, Tom Gedeon
Why don't the modules dominate - Investigating the Structure of a Well-Known Modularity-Inducing Problem Domain. CoRR (2018)
Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming. IEEE Trans. Evol. Comput. 20 (1) (2016)
Stjepan Picek, Robert I. McKay, Roberto Santana, Tom Gedeon
Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces. GECCO (2015)
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) (2014)
Hansang Yun, Myoung Hoon Ha, Robert I. McKay
VLR: A Memory-Based Optimization Heuristic. PPSN (2014)
Junhyug Noh, Dharani Punithan, Hajeong Lee, Jungpyo Lee, Yon Su Kim, Dongki Kim, Robert I. McKay
Predicting the Progression of IgA Nephropathy using Machine Learning Methods. BICT (2014)
Joonseok Lee, Robert I. McKay
Optimizing a Personalized Multigram Cellphone Keypad. CoRR (2014)
Roberto Santana, Robert I. McKay, José Antonio Lozano
Symmetry in evolutionary and estimation of distribution algorithms. IEEE Congress on Evolutionary Computation (2013)
Kangil Kim, Robert I. McKay
Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming. IEEE Trans. Evol. Comput. 17 (3) (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)
Namyong Park, Kangil Kim, Robert I. McKay
Cutting evaluation costs: An investigation into early termination in genetic programming. IEEE Congress on Evolutionary Computation (2013)
Raymond Chiong, Ferrante Neri, Robert I. McKay
Nature That Breeds Solutions. Int. J. Signs Semiot. Syst. 2 (2) (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)
Joonseok Lee, Hanggjun Cho, Robert I. McKay
Rapid screening of keyboard layouts. SMC (2012)
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)
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)
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)
Bo Liu, Jiuhui Pan, Robert I. McKay
Entropy-based metrics in swarm clustering. Int. J. Intell. Syst. 24 (9) (2009)
Yun-Geun Lee, Robert I. McKay, Xuan Hoai Nguyen, Dong-Kyun Kim
The effect of vesicular selection in dynamic environments. GECCO (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)
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
Learning General Solutions through Multiple Evaluations during Development. ICES (2008)
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization. IEEE Trans. Syst. Man Cybern. Part C 38 (1) (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)
Byungho Min, Jinhyuck Kim, Chongyoun Choe, Hyeonsang Eom, Robert I. McKay
A compound framework for sports results prediction: A football case study. Knowl. Based Syst. 21 (7) (2008)
Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay
PSO with randomized low-discrepancy sequences. GECCO (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)
Bo Liu, Jiuhui Pan, Robert I. McKay
Incremental Clustering Based on Swarm Intelligence. SEAL (2006)
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)
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
A novel mixture of experts model based on cooperative coevolution. Neurocomputing 70 (1-3) (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)
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
Stopping criteria for ensemble of evolutionary artificial neural networks. Appl. Soft Comput. 6 (1) (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)
Bo Liu, Hussein A. Abbass, Robert I. McKay
Classification Rule Discovery with Ant Colony Optimization. IEEE Intell. Informatics Bull. 3 (1) (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)
Lishan Kang, Aimin Zhou, Robert I. McKay, Yan Li, Zhuo Kang
Benchmarking algorithms for dynamic travelling salesman problems. IEEE Congress on Evolutionary Computation (2004)
Bill B. Wang, Robert I. McKay, Hussein A. Abbass, Michael Barlow
A Comparative Study for Domain Ontology Guided Feature Extraction. ACSC (2003)
R. Shan, Robert I. McKay, Hussein A. Abbass, Daryl Essam
Program evolution with explicit learning. IEEE Congress on Evolutionary Computation (2003)
Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass
Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP (2003)
Robert I. McKay, Hussein A. Abbass
Artificial Life: An Introduction. Int. J. Comput. Intell. Appl. 3 (2) (2003)
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. HIS (2003)
Zejun Wu, Hongbin Dong, Yiwen Liang, Robert I. McKay
A chromosome-based evaluation model for computer defense immune systems. IEEE Congress on Evolutionary Computation (2003)
Hongqing Cao, Jingxian Yu, Lishan Kang, Robert I. McKay
An Experimental Study of Some Control Parameters in Parallel Genetic Programming. Neural Parallel Sci. Comput. 11 (4) (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)
N. J. Bracken, Robert I. McKay
Phased Array Sub-beam Optimisation. Australian Joint Conference on Artificial Intelligence (2001)
Xin Yao, Robert I. McKay
Simulated Evolution and Learning: An Introduction. Appl. Intell. 15 (3) (2001)
Robert I. McKay
Fitness Sharing in Genetic Programming. GECCO (2000)
Peter A. Whigham, Robert I. McKay
Genetic Approaches to Learning Recursive Relations. Evo Workshops (1994)
Peter A. Whigham, Robert I. McKay, J. R. Davis
Machine Induction of Geospatial Knowledge. Spatio-Temporal Reasoning (1992)