Robert I. McKay

Artif. Life, 2022

2021

Leveraging Third-Order Features in Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Improving Effectiveness and Efficiency in Wagner's Modularity-Evolving Artificial Gene Regulatory Networks.

[BibT_eX]

[DOI]

Rouyi Jin

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

Anomalies in the Behaviour of a Modularity Inducing Problem Domain.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

2018

Why don't the modules dominate - Investigating the Structure of a Well-Known Modularity-Inducing Problem Domain.

[BibT_eX]

[DOI]

CoRR, 2018

Why don't the modules dominate?

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2016

Recursion-Based Biases in Stochastic Grammar Model Genetic Programming.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

2015

A Rapid Screening and Testing Protocol for Keyboard Layout Speed Comparison.

[BibT_eX]

[DOI]

Hanggjun Cho

IEEE Trans. Hum. Mach. Syst., 2015

Machine Learning Models and Statistical Measures for Predicting the Progression of IgA Nephropathy.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2015

Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Probabilistic model building in genetic programming: a critical review.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2014

Phase transitions in two-dimensional daisyworld with small-world effects - A study of local and long-range couplings.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2014

Optimizing a Personalized Multigram Cellphone Keypad.

[BibT_eX]

[DOI]

CoRR, 2014

VLR: A Memory-Based Optimization Heuristic.

[BibT_eX]

[DOI]

Hansang Yun

Myoung Hoon Ha

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Predicting the Progression of IgA Nephropathy using Machine Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013

Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2013

On the roles of semantic locality of crossover in genetic programming.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Collective Dynamics and Homeostatic Emergence in Complex Adaptive Ecosystem.

[BibT_eX]

[DOI]

Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Symmetry in evolutionary and estimation of distribution algorithms.

[BibT_eX]

[DOI]

Roberto Santana

José Antonio Lozano

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Cutting evaluation costs: An investigation into early termination in genetic programming.

[BibT_eX]

[DOI]

Namyong Park

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Nature That Breeds Solutions.

[BibT_eX]

[DOI]

Raymond Chiong

Ferrante Neri

Int. J. Signs Semiot. Syst., 2012

Erratum to 'Investigating vesicular selection: A selection operator in in-vitro evolution' [Applied Soft Computing 11/8 (2012) [5528-5550].

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

Rapid screening of keyboard layouts.

[BibT_eX]

[DOI]

Hanggjun Cho

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Where Should We Stop? An Investigation on Early Stopping for GP Learning.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Analysing the Effects of Diverse Operators in a Genetic Programming System.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Self-Organizing Spatio-temporal Pattern Formation in Two-Dimensional Daisyworld.

[BibT_eX]

[DOI]

Proceedings of the Self-Organizing Systems - 6th IFIP TC 6 International Workshop, 2012

Evolving the best known approximation to the Q function.

[BibT_eX]

[DOI]

Dao Ngoc Phong

Constantin Siriteanu

Nguyen Quang Uy

Namyong Park

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolutionary Operator Self-adaptation with Diverse Operators.

[BibT_eX]

[DOI]

Minhyeok Kim

Dong-Kyun Kim

Xuan Hoai Nguyen

Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Implicit bias and recursive grammar structures in estimation of distribution genetic programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolutionary Dynamics and Ecosystems Feedback in Two Dimensional Daisyworld.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems, 2012

2011

On Synergistic Interactions Between Evolution, Development and Layered Learning.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2011

An Integrated Framework for Suspect Investigation.

[BibT_eX]

[DOI]

Keehyung Kim

Hyukgeun Choi

Int. J. Artif. Intell. Tools, 2011

Semantically-based crossover in genetic programming: application to real-valued symbolic regression.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2011

Investigating vesicular selection: A selection operator in in vitro evolution.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Optimizing a Personalized Cellphone Keypad.

[BibT_eX]

[DOI]

Proceedings of the Convergence and Hybrid Information Technology, 2011

How hard should we run?

[BibT_eX]

[DOI]

Yun-Geun Lee

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Structural difficulty in estimation of distribution genetic programming.

[BibT_eX]

[DOI]

Minhyeok Kim

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Daisyworld in Two Dimensional Small-World Networks.

[BibT_eX]

[DOI]

Dong-Kyun Kim

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

Operator Self-adaptation in Genetic Programming.

[BibT_eX]

[DOI]

Minhyeok Kim

Proceedings of the Genetic Programming - 14th European Conference, 2011

Simulating chemical evolution.

[BibT_eX]

[DOI]

In Soo Oh

Yun-Geun Lee

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A study on Genetic Programming with layered learning and incremental sampling.

[BibT_eX]

[DOI]

Nguyen Thi Hien

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Grammar-based Genetic Programming: a survey.

[BibT_eX]

[DOI]

Peter Alexander Whigham

Yin Shan

Michael O'Neill

Genet. Program. Evolvable Mach., 2010

An XML Format for Sharing Evolutionary Algorithm Output and Analysis.

[BibT_eX]

[DOI]

Jerome Marhic

Jakramate Bootkrajang

Naoki Mori

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Sampling Bias in Estimation of Distribution Algorithms for Genetic Programming Using Prototype Trees.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

Hybrid Integration of Reasoning Techniques in Suspect Investigation.

[BibT_eX]

[DOI]

Keehyung Kim

Hyukgeun Choi

Proceedings of the Trends in Applied Intelligent Systems, 2010

Semantics based crossover for boolean problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Multiobjective evolutionary algorithms for dynamic social network clustering.

[BibT_eX]

[DOI]

Keehyung Kim

Byung Ro Moon

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Self-adapting semantic sensitivities for Semantic Similarity based Crossover.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Nature that Breeds Solutions.

[BibT_eX]

[DOI]

Raymond Chiong

Ferrante Neri

Proceedings of the Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, 2010

2009

A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification.

[BibT_eX]

[DOI]

J. Adv. Comput. Intell. Intell. Informatics, 2009

Entropy-based metrics in swarm clustering.

[BibT_eX]

[DOI]

Jiuhui Pan

Int. J. Intell. Syst., 2009

Estimating the distribution and propagation of genetic programming building blocks through tree compression.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

The effect of vesicular selection in dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary Algorithms in Unreliable Memory.

[BibT_eX]

[DOI]

Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.

[BibT_eX]

[DOI]

Proceedings of the Artifical Evolution, 2009

2008

Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2008

Genetic Programming: An emerging engineering tool.

[BibT_eX]

[DOI]

Shu-Heng Chen

Int. J. Knowl. Based Intell. Eng. Syst., 2008

Developmental evaluation in Genetic Programming: The TAG-based frame work.

[BibT_eX]

[DOI]

Int. J. Knowl. Based Intell. Eng. Syst., 2008

A compound framework for sports results prediction: A football case study.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2008

Learning General Solutions through Multiple Evaluations during Development.

[BibT_eX]

[DOI]

Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem.

[BibT_eX]

[DOI]

Huynh Thi Thanh Binh

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

PSO with randomized low-discrepancy sequences.

[BibT_eX]

[DOI]

Xuan Hoai Nguyen

Quang Uy Nguyen

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Developmental Evaluation in Genetic Programming: A Position Paper.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Analysing the Regularity of Genomes Using Compression and Expression Simplification.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 10th European Conference, 2007

Initialising PSO with randomised low-discrepancy sequences: the comparative results.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Using compression to understand the distribution of buildingblocks ingenetic programming populations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

A Survey of Probabilistic Model Building Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Representation and Structural Difficulty in Genetic Programming.

[BibT_eX]

[DOI]

Daryl Leslie Essam

IEEE Trans. Evol. Comput., 2006

A novel mixture of experts model based on cooperative coevolution.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Model-building with interpolated temporal data.

[BibT_eX]

[DOI]

Ecol. Informatics, 2006

Incremental Clustering Based on Swarm Intelligence.

[BibT_eX]

[DOI]

Jiuhui Pan

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

ORDERTREE: a new test problem for genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Developmental Evaluation in Genetic Programming: The Preliminary Results.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 9th European Conference, 2006

Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Stopping criteria for ensemble of evolutionary artificial neural networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2005

Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 8th European Conference, 2005

2004

Classification Rule Discovery with Ant Colony Optimization.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2004

Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Toward an Alternative Comparison between Different Genetic Programming Systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 7th European Conference, 2004

Grammar model-based program evolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Benchmarking algorithms for dynamic travelling salesman problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

An Experimental Study of Some Control Parameters in Parallel Genetic Programming.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 2003

Artificial Life: An Introduction.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2003

Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks.

[BibT_eX]

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Tree Adjoining Grammars, Language Bias, and Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

A chromosome-based evaluation model for computer defense immune systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Program evolution with explicit learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Improving genetic classifiers with a boosting algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

A Comparative Study for Domain Ontology Guided Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Computer Science 2003, 2003

2002

Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming.

[BibT_eX]

[DOI]

Daryl Essam

Proceedings of the Genetic Programming, 5th European Conference, 2002

Solving the symbolic regression problem with tree-adjunct grammar guided genetic programming: the comparative results.

[BibT_eX]

[DOI]

Daryl Essam

R. Chau

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

AntTAG: a new method to compose computer programs using colonies of ants.

[BibT_eX]

[DOI]

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Simulated Evolution and Learning: An Introduction.

[BibT_eX]

[DOI]

Xin Yao

Appl. Intell., 2001

Adaptive control of partial functions in genetic programming.

[BibT_eX]

[DOI]

Daryl Essam

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Phased Array Sub-beam Optimisation.

[BibT_eX]

[DOI]

N. J. Bracken

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000

Fitness Sharing in Genetic Programming.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1994

Genetic Approaches to Learning Recursive Relations.

[BibT_eX]

[DOI]

Peter A. Whigham

Proceedings of the Process in Evolutionary Computation, 1994

1992

Machine Induction of Geospatial Knowledge.

[BibT_eX]

[DOI]

Peter A. Whigham