Robert I. McKay

67 papers A* 1A 8B 19C 1Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Robert I. McKay, Saeed Anwar, Tom Gedeon
2022 J jnl
Resolving Anomalies in the Behaviour of a Modularity-Inducing Problem Domain with Distributional Fitness Evaluation.
Artif. Life
Zhenyue Qin, Tom Gedeon, Robert I. McKay
2021 A* conf
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
ICDE
Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
2021 J jnl
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
CoRR
Namyong Park, Minhyeok Kim, Nguyen Xuan Hoai, Robert I. McKay, Dong-Kyun Kim
2021 J jnl
Resolving Anomalies in the Behaviour of a Modularity Inducing Problem Domain with Distributional Fitness Evaluation.
CoRR
Zhenyue Qin, Tom Gedeon, Robert I. McKay
2018 J jnl
Why don't the modules dominate - Investigating the Structure of a Well-Known Modularity-Inducing Problem Domain.
CoRR
Zhenyue Qin, Robert I. McKay, Tom Gedeon
2018 — conf
Why don't the modules dominate?
GECCO (Companion)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
2016 J jnl
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming.
IEEE Trans. Evol. Comput.
Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai
2015 A conf
Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces.
GECCO
Stjepan Picek, Robert I. McKay, Roberto Santana, Tom Gedeon
2014 J jnl
Optimizing a Personalized Multigram Cellphone Keypad.
CoRR
Joonseok Lee, Robert I. McKay
2014 — conf
Predicting the Progression of IgA Nephropathy using Machine Learning Methods.
BICT
Junhyug Noh, Dharani Punithan, Hajeong Lee, Jungpyo Lee, Yon Su Kim, Dongki Kim, Robert I. McKay
2014 J jnl
Probabilistic model building in genetic programming: a critical review.
Genet. Program. Evolvable Mach.
Kangil Kim, Yin Shan, Xuan Hoai Nguyen, Robert I. McKay
2014 A conf
VLR: A Memory-Based Optimization Heuristic.
PPSN
Hansang Yun, Myoung Hoon Ha, Robert I. McKay
2013 B conf
Cutting evaluation costs: An investigation into early termination in genetic programming.
IEEE Congress on Evolutionary Computation
Namyong Park, Kangil Kim, Robert I. McKay
2013 J jnl
On the roles of semantic locality of crossover in genetic programming.
Inf. Sci.
Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Robert I. McKay, Dao Ngoc Phong
2013 J jnl
Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming.
IEEE Trans. Evol. Comput.
Kangil Kim, Robert I. McKay
2013 B conf
Symmetry in evolutionary and estimation of distribution algorithms.
IEEE Congress on Evolutionary Computation
Roberto Santana, Robert I. McKay, José Antonio Lozano
2012 B conf
Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover.
IEEE Congress on Evolutionary Computation
Dao Ngoc Phong, Nguyen Quang Uy, Nguyen Xuan Hoai, Robert I. McKay
2012 J jnl
Nature That Breeds Solutions.
Int. J. Signs Semiot. Syst.
Raymond Chiong, Ferrante Neri, Robert I. McKay
2012 B conf
Rapid screening of keyboard layouts.
SMC
Joonseok Lee, Hanggjun Cho, Robert I. McKay
2011 J jnl
On Synergistic Interactions Between Evolution, Development and Layered Learning.
IEEE Trans. Evol. Comput.
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
2011 J jnl
Semantically-based crossover in genetic programming: application to real-valued symbolic regression.
Genet. Program. Evolvable Mach.
Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill, Robert I. McKay, Edgar Galván López
2010 J jnl
Grammar-based Genetic Programming: a survey.
Genet. Program. Evolvable Mach.
Robert I. McKay, Nguyen Xuan Hoai, Peter Alexander Whigham, Yin Shan, Michael O'Neill
2010 — ch.
Nature that Breeds Solutions.
Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery
Raymond Chiong, Ferrante Neri, Robert I. McKay
2009 J jnl
Entropy-based metrics in swarm clustering.
Int. J. Intell. Syst.
Bo Liu, Jiuhui Pan, Robert I. McKay
2009 A conf
Estimating the distribution and propagation of genetic programming building blocks through tree compression.
GECCO
Robert I. McKay, Xuan Hoai Nguyen, James Cheney, Minhyeok Kim, Naoki Mori, Tuan Hao Hoang
2009 A conf
New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem.
GECCO
Huynh Thi Thanh Binh, Robert I. McKay, Nguyen Xuan Hoai, Nguyen Duc Nghia
2009 A conf
The effect of vesicular selection in dynamic environments.
GECCO
Yun-Geun Lee, Robert I. McKay, Xuan Hoai Nguyen, Dong-Kyun Kim
2008 J jnl
A compound framework for sports results prediction: A football case study.
Knowl. Based Syst.
Byungho Min, Jinhyuck Kim, Chongyoun Choe, Hyeonsang Eom, Robert I. McKay
2008 B conf
A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem.
IEEE Congress on Evolutionary Computation
Huynh Thi Thanh Binh, Nguyen Xuan Hoai, Robert I. McKay
2008 J jnl
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization.
IEEE Trans. Syst. Man Cybern. Part C
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2008 J jnl
Developmental evaluation in Genetic Programming: The TAG-based frame work.
Int. J. Knowl. Based Intell. Eng. Syst.
Tuan Hao Hoang, Daryl Essam, Robert I. McKay, Nguyen Xuan Hoai
2008 — conf
Learning General Solutions through Multiple Evaluations during Development.
ICES
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
2007 B conf
Analysing the Regularity of Genomes Using Compression and Expression Simplification.
EuroGP
Jungseok Shin, Moonyoung Kang, Robert I. McKay, Nguyen Xuan Hoai, Tuan Hao Hoang, Naoki Mori, Daryl Essam
2007 — conf
Developmental Evaluation in Genetic Programming: A Position Paper.
FBIT
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
2007 B conf
Initialising PSO with randomised low-discrepancy sequences: the comparative results.
IEEE Congress on Evolutionary Computation
Nguyen Quang Uy, Nguyen Xuan Hoai, Robert I. McKay, Pham Minh Tuan
2007 A conf
PSO with randomized low-discrepancy sequences.
GECCO
Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay
2007 B conf
Using compression to understand the distribution of buildingblocks ingenetic programming populations.
IEEE Congress on Evolutionary Computation
Robert I. McKay, Jungseok Shin, Tuan Hao Hoang, Nguyen Xuan Hoai, Naoki Mori
2006 — ch.
A Survey of Probabilistic Model Building Genetic Programming.
Scalable Optimization via Probabilistic Modeling
Yin Shan, Robert I. McKay, Daryl Essam, Hussein A. Abbass
2006 J jnl
A novel mixture of experts model based on cooperative coevolution.
Neurocomputing
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2006 B conf
Developmental Evaluation in Genetic Programming: The Preliminary Results.
EuroGP
Robert I. McKay, Tuan Hao Hoang, Daryl Leslie Essam, Nguyen Xuan Hoai
2006 — conf
Incremental Clustering Based on Swarm Intelligence.
SEAL
Bo Liu, Jiuhui Pan, Robert I. McKay
2006 J jnl
Model-building with interpolated temporal data.
Ecol. Informatics
Robert I. McKay, Tuan Hao Hoang, Naoki Mori, Nguyen Xuan Hoai, Daryl Essam
2006 A conf
ORDERTREE: a new test problem for genetic programming.
GECCO
Tuan Hao Hoang, Nguyen Xuan Hoai, Nguyen Thi Hien, Robert I. McKay, Daryl Essam
2006 J jnl
Representation and Structural Difficulty in Genetic Programming.
IEEE Trans. Evol. Comput.
Nguyen Xuan Hoai, Robert I. McKay, Daryl Leslie Essam
2006 B conf
Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming.
IEEE Congress on Evolutionary Computation
Tuan Hao Hoang, Robert I. McKay, Daryl Essam, Nguyen Xuan Hoai
2005 B conf
Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator.
EuroGP
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Tuan Hao Hoang
2005 J jnl
Stopping criteria for ensemble of evolutionary artificial neural networks.
Appl. Soft Comput.
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2004 B conf
Benchmarking algorithms for dynamic travelling salesman problems.
IEEE Congress on Evolutionary Computation
Lishan Kang, Aimin Zhou, Robert I. McKay, Yan Li, Zhuo Kang
2004 J jnl
Classification Rule Discovery with Ant Colony Optimization.
IEEE Intell. Informatics Bull.
Bo Liu, Hussein A. Abbass, Robert I. McKay
2004 B conf
Grammar model-based program evolution.
IEEE Congress on Evolutionary Computation
Yin Shan, Robert I. McKay, Rohan Baxter, Hussein A. Abbass, Daryl Essam, Nguyen Xuan Hoai
2004 — conf
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.
GECCO (2)
Nguyen Xuan Hoai, Robert I. McKay
2004 B conf
Toward an Alternative Comparison between Different Genetic Programming Systems.
EuroGP
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass
2003 — conf
A Comparative Study for Domain Ontology Guided Feature Extraction.
ACSC
Bill B. Wang, Robert I. McKay, Hussein A. Abbass, Michael Barlow
2003 B conf
A chromosome-based evaluation model for computer defense immune systems.
IEEE Congress on Evolutionary Computation
Zejun Wu, Hongbin Dong, Yiwen Liang, Robert I. McKay
2003 J jnl
An Experimental Study of Some Control Parameters in Parallel Genetic Programming.
Neural Parallel Sci. Comput.
Hongqing Cao, Jingxian Yu, Lishan Kang, Robert I. McKay
2003 J jnl
Artificial Life: An Introduction.
Int. J. Comput. Intell. Appl.
Robert I. McKay, Hussein A. Abbass
2003 B conf
Program evolution with explicit learning.
IEEE Congress on Evolutionary Computation
Yin Shan, Robert I. McKay, Hussein A. Abbass, Daryl Essam
2003 C conf
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks.
HIS
Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2003 B conf
Tree Adjoining Grammars, Language Bias, and Genetic Programming.
EuroGP
Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass
2002 B conf
AntTAG: a new method to compose computer programs using colonies of ants.
IEEE Congress on Evolutionary Computation
Hussein A. Abbass, Nguyen Xuan Hoai, Robert I. McKay
2002 B conf
Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming.
EuroGP
Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam
2001 — conf
Phased Array Sub-beam Optimisation.
Australian Joint Conference on Artificial Intelligence
N. J. Bracken, Robert I. McKay
2001 J jnl
Simulated Evolution and Learning: An Introduction.
Appl. Intell.
Xin Yao, Robert I. McKay
2000 A conf
Fitness Sharing in Genetic Programming.
GECCO
Robert I. McKay
1994 — conf
Genetic Approaches to Learning Recursive Relations.
Evo Workshops
Peter A. Whigham, Robert I. McKay
1992 — conf
Machine Induction of Geospatial Knowledge.
Spatio-Temporal Reasoning
Peter A. Whigham, Robert I. McKay, J. R. Davis