Grant Dick

50 papers A 8B 10C 1Misc 1Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation.
IEEE Trans. Evol. Comput.
Fabrício Olivetti de França, Marco Virgolin, Michael Kommenda, Maimuna S. Majumder, Miles D. Cranmer, Guilherme Espada, Leon Ingelse, Alcides Fonseca, Mikel Landajuela, Brenden K. Petersen, Ruben Glatt, T. Nathan Mundhenk, Chak Shing Lee, Jacob D. Hochhalter, David L. Randall, P. Kamienny, Hengzhe Zhang, Grant Dick, Alessandro Simon, Bogdan Burlacu, Jaan Kasak, Meera Vieira Machado, Casper Wilstrup, William G. La Cava
2024 J jnl
An ensemble learning interpretation of geometric semantic genetic programming.
Genet. Program. Evolvable Mach.
Grant Dick
2024 — conf
Characterising the Double Descent of Symbolic Regression.
GECCO Companion
Grant Dick, Caitlin A. Owen
2024 — conf
Revisiting Bagging for Stochastic Algorithms.
AI (2)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2024 J jnl
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms.
Evol. Comput.
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2023 J jnl
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition.
CoRR
Fabrício Olivetti de França, Marco Virgolin, Michael Kommenda, Maimuna S. Majumder, Miles D. Cranmer, Guilherme Espada, Leon Ingelse, Alcides Fonseca, Mikel Landajuela, Brenden K. Petersen, Ruben Glatt, T. Nathan Mundhenk, Chak Shing Lee, Jacob D. Hochhalter, David L. Randall, P. Kamienny, H. Zhang, Grant Dick, Alessandro Simon, Bogdan Burlacu, Jaan Kasak, Meera Vieira Machado, Casper Wilstrup, William G. La Cava
2022 — conf
Genetic programming, standardisation, and stochastic gradient descent revisited: initial findings on SRBench.
GECCO Companion
Grant Dick
2022 J jnl
Initialisation and Grammar Design in Grammar-Guided Evolutionary Computation.
CoRR
Grant Dick, Peter A. Whigham
2022 — conf
Initialisation and grammar design in grammar-guided evolutionary computation.
GECCO Companion
Grant Dick, Peter A. Whigham
2022 J jnl
Standardization and Data Augmentation in Genetic Programming.
IEEE Trans. Evol. Comput.
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2022 Misc conf
Towards Explainable AutoML Using Error Decomposition.
AI
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2020 J jnl
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition.
IEEE Trans. Evol. Comput.
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2020 A conf
Feature standardisation and coefficient optimisation for effective symbolic regression.
GECCO
Grant Dick, Caitlin A. Owen, Peter A. Whigham
2018 A conf
Evolving bagging ensembles using a spatially-structured niching method.
GECCO
Grant Dick, Caitlin A. Owen, Peter A. Whigham
2018 — conf
Feature Standardisation in Symbolic Regression.
Australasian Conference on Artificial Intelligence
Caitlin A. Owen, Grant Dick, Peter A. Whigham
2018 — conf
Measuring Language Complexity Using Word Embeddings.
Australasian Conference on Artificial Intelligence
Peter A. Whigham, Mansi Chugh, Grant Dick
2018 — conf
Stability of Word Embeddings Using Word2Vec.
Australasian Conference on Artificial Intelligence
Mansi Chugh, Peter A. Whigham, Grant Dick
2017 J jnl
Interval Arithmetic and Interval-Aware Operators for Genetic Programming.
CoRR
Grant Dick
2017 J jnl
Just because it works: a response to comments on "On the Mapping of Genotype to Phenotype in Evolutionary Algorithms".
Genet. Program. Evolvable Mach.
Peter A. Whigham, Grant Dick, James MacLaurin
2017 J jnl
On the mapping of genotype to phenotype in evolutionary algorithms.
Genet. Program. Evolvable Mach.
Peter A. Whigham, Grant Dick, James MacLaurin
2017 — conf
Revisiting interval arithmetic for regression problems in genetic programming.
GECCO (Companion)
Grant Dick
2017 A conf
Sensitivity-like analysis for feature selection in genetic programming.
GECCO
Grant Dick
2015 A conf
A Re-Examination of the Use of Genetic Programming on the Oral Bioavailability Problem.
GECCO
Grant Dick, Aysha P. Rimoni, Peter A. Whigham
2015 A conf
Examining the "Best of Both Worlds" of Grammatical Evolution.
GECCO
Peter A. Whigham, Grant Dick, James MacLaurin, Caitlin A. Owen
2015 B conf
Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation.
EuroGP
Grant Dick
2014 — conf
Bloat and Generalisation in Symbolic Regression.
SEAL
Grant Dick
2014 B conf
Model representation and cooperative coevolution for finite-state machine evolution.
IEEE Congress on Evolutionary Computation
Grant Dick, Xin Yao
2014 — ed.
Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings
SEAL
Grant Dick, Will N. Browne, Peter A. Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan, Ke Tang
2013 A conf
A true finite-state baseline for tartarus.
GECCO
Grant Dick
2013 A conf
An effective parse tree representation for tartarus.
GECCO
Grant Dick
2013 B conf
Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure.
EuroGP
Grant Dick, Peter A. Whigham
2013 — conf
Structured Populations and the Maintenance of Sex.
EvoBIO
Peter A. Whigham, Grant Dick, Alden H. Wright, Hamish G. Spencer
2012 B conf
Niche allocation in spatially-structured evolutionary algorithms with gradients.
IEEE Congress on Evolutionary Computation
Grant Dick
2011 J jnl
Weighted local sharing and local clearing for multimodal optimisation.
Soft Comput.
Grant Dick, Peter A. Whigham
2010 B conf
Automatic identification of the niche radius using spatially-structured clearing methods.
IEEE Congress on Evolutionary Computation
Grant Dick
2010 J jnl
Implicitly Controlling Bloat in Genetic Programming.
IEEE Trans. Evol. Comput.
Peter A. Whigham, Grant Dick
2010 B conf
The utility of scale factor adaptation in differential evolution.
IEEE Congress on Evolutionary Computation
Grant Dick
2008 — conf
A Weighted Local Sharing Technique for Multimodal Optimisation.
SEAL
Grant Dick, Peter A. Whigham
2008 J jnl
Evolutionary dynamics for the spatial Moran process.
Genet. Program. Evolvable Mach.
Peter A. Whigham, Grant Dick
2008 B conf
Exploring the use of ancestry as a unified network model of finite population evolution.
IEEE Congress on Evolutionary Computation
Peter A. Whigham, Grant Dick
2008 J jnl
Spatially-Structured Sharing Technique for Multimodal Problems.
J. Comput. Sci. Technol.
Grant Dick, Peter A. Whigham
2006 — conf
Evolutionary Dynamics on Graphs: The Moran Process.
SEAL
Peter A. Whigham, Grant Dick
2006 — conf
Multimodal Optimisation with Structured Populations and Local Environments.
SEAL
Grant Dick, Peter A. Whigham
2006 — conf
Spatially-Structured Evolutionary Algorithms and Sharing: Do They Mix?
SEAL
Grant Dick, Peter A. Whigham
2005 B conf
The behaviour of genetic drift in a spatially-structured evolutionary algorithm.
Congress on Evolutionary Computation
Grant Dick, Peter A. Whigham
2004 — conf
On Evolving Fixed Pattern Strategies for Iterated Prisoner's Dilemma.
ACSC
Daniel Jang, Peter A. Whigham, Grant Dick
2003 C conf
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach.
HIS
Melanie Middlemiss, Grant Dick
2003 A conf
The Spatially-Dispersed Genetic Algorithm.
GECCO
Grant Dick
2003 B conf
The spatially-dispersed genetic algorithm: an explicit spatial population structure for GAs.
IEEE Congress on Evolutionary Computation
Grant Dick
2003 B conf
Weighted feature extraction using a genetic algorithm for intrusion detection.
IEEE Congress on Evolutionary Computation
Melanie Middlemiss, Grant Dick