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Grant Dick
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2020 – today
- 2024
- [j10]Caitlin A. Owen, Grant Dick, Peter A. Whigham:
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms. Evol. Comput. 32(1): 49-68 (2024) - [j9]Grant Dick:
An ensemble learning interpretation of geometric semantic genetic programming. Genet. Program. Evolvable Mach. 25(1): 9 (2024) - [c34]Grant Dick
, Caitlin A. Owen
Characterising the Double Descent of Symbolic Regression. GECCO Companion 2024: 2050-2057 - 2023
- [i3]Fabrício Olivetti de França, Marco Virgolin, Michael Kommenda, Maimuna S. Majumder, Miles D. Cranmer
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition. CoRR abs/2304.01117 (2023) - 2022
- [j8]Caitlin A. Owen
Standardization and Data Augmentation in Genetic Programming. IEEE Trans. Evol. Comput. 26(6): 1596-1608 (2022) - [c33]Caitlin A. Owen
Towards Explainable AutoML Using Error Decomposition. AI 2022: 177-190 - [c32]Grant Dick, Peter A. Whigham:
Initialisation and grammar design in grammar-guided evolutionary computation. GECCO Companion 2022: 534-537 - [c31]Grant Dick:
Genetic programming, standardisation, and stochastic gradient descent revisited: initial findings on SRBench. GECCO Companion 2022: 2265-2273 - [i2]Grant Dick, Peter A. Whigham:
Initialisation and Grammar Design in Grammar-Guided Evolutionary Computation. CoRR abs/2204.07410 (2022) - 2020
- [j7]Caitlin A. Owen
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition. IEEE Trans. Evol. Comput. 24(6): 1164-1176 (2020) - [c30]Grant Dick, Caitlin A. Owen
Feature standardisation and coefficient optimisation for effective symbolic regression. GECCO 2020: 306-314
2010 – 2019
- 2018
- [c29]Caitlin A. Owen
Feature Standardisation in Symbolic Regression. Australasian Conference on Artificial Intelligence 2018: 565-576 - [c28]Mansi Chugh
Stability of Word Embeddings Using Word2Vec. Australasian Conference on Artificial Intelligence 2018: 812-818 - [c27]Peter A. Whigham
Measuring Language Complexity Using Word Embeddings. Australasian Conference on Artificial Intelligence 2018: 843-854 - [c26]Grant Dick, Caitlin A. Owen, Peter A. Whigham:
Evolving bagging ensembles using a spatially-structured niching method. GECCO 2018: 418-425 - 2017
- [j6]Peter A. Whigham, Grant Dick, James MacLaurin
On the mapping of genotype to phenotype in evolutionary algorithms. Genet. Program. Evolvable Mach. 18(3): 353-361 (2017) - [j5]Peter A. Whigham, Grant Dick, James MacLaurin
Just because it works: a response to comments on "On the Mapping of Genotype to Phenotype in Evolutionary Algorithms". Genet. Program. Evolvable Mach. 18(3): 399-405 (2017) - [c25]Grant Dick:
Revisiting interval arithmetic for regression problems in genetic programming. GECCO (Companion) 2017: 129-130 - [c24]Grant Dick:
Sensitivity-like analysis for feature selection in genetic programming. GECCO 2017: 401-408 - [i1]Grant Dick:
Interval Arithmetic and Interval-Aware Operators for Genetic Programming. CoRR abs/1704.04998 (2017) - 2015
- [c23]Grant Dick:
Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation. EuroGP 2015: 28-40 - [c22]Grant Dick, Aysha P. Rimoni, Peter A. Whigham:
A Re-Examination of the Use of Genetic Programming on the Oral Bioavailability Problem. GECCO 2015: 1015-1022 - [c21]Peter A. Whigham, Grant Dick, James MacLaurin
Examining the "Best of Both Worlds" of Grammatical Evolution. GECCO 2015: 1111-1118 - 2014
- [c20]Grant Dick, Xin Yao
Model representation and cooperative coevolution for finite-state machine evolution. IEEE Congress on Evolutionary Computation 2014: 2700-2707 - [c19]Grant Dick:
Bloat and Generalisation in Symbolic Regression. SEAL 2014: 491-502 - [e1]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:
Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings. Lecture Notes in Computer Science 8886, Springer 2014, ISBN 978-3-319-13562-5 [contents] - 2013
- [c18]Grant Dick, Peter A. Whigham:
Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure. EuroGP 2013: 13-24 - [c17]Peter A. Whigham, Grant Dick, Alden H. Wright, Hamish G. Spencer
Structured Populations and the Maintenance of Sex. EvoBIO 2013: 56-67 - [c16]Grant Dick:
A true finite-state baseline for tartarus. GECCO 2013: 183-190 - [c15]Grant Dick:
An effective parse tree representation for tartarus. GECCO 2013: 909-916 - 2012
- [c14]Grant Dick:
Niche allocation in spatially-structured evolutionary algorithms with gradients. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2011
- [j4]Grant Dick, Peter A. Whigham:
Weighted local sharing and local clearing for multimodal optimisation. Soft Comput. 15(9): 1707-1721 (2011) - 2010
- [j3]Peter A. Whigham, Grant Dick:
Implicitly Controlling Bloat in Genetic Programming. IEEE Trans. Evol. Comput. 14(2): 173-190 (2010) - [c13]Grant Dick:
The utility of scale factor adaptation in differential evolution. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c12]Grant Dick:
Automatic identification of the niche radius using spatially-structured clearing methods. IEEE Congress on Evolutionary Computation 2010: 1-8
2000 – 2009
- 2008
- [j2]Peter A. Whigham, Grant Dick:
Evolutionary dynamics for the spatial Moran process. Genet. Program. Evolvable Mach. 9(2): 157-170 (2008) - [j1]Grant Dick, Peter A. Whigham:
Spatially-Structured Sharing Technique for Multimodal Problems. J. Comput. Sci. Technol. 23(1): 64-76 (2008) - [c11]Peter A. Whigham, Grant Dick:
Exploring the use of ancestry as a unified network model of finite population evolution. IEEE Congress on Evolutionary Computation 2008: 3734-3740 - [c10]Grant Dick, Peter A. Whigham:
A Weighted Local Sharing Technique for Multimodal Optimisation. SEAL 2008: 452-461 - 2006
- [c9]Peter A. Whigham, Grant Dick:
Evolutionary Dynamics on Graphs: The Moran Process. SEAL 2006: 1-8 - [c8]Grant Dick, Peter A. Whigham:
Spatially-Structured Evolutionary Algorithms and Sharing: Do They Mix? SEAL 2006: 457-464 - [c7]Grant Dick, Peter A. Whigham:
Multimodal Optimisation with Structured Populations and Local Environments. SEAL 2006: 505-512 - 2005
- [c6]Grant Dick, Peter A. Whigham:
The behaviour of genetic drift in a spatially-structured evolutionary algorithm. Congress on Evolutionary Computation 2005: 1855-1860 - 2004
- [c5]Daniel Jang, Peter A. Whigham, Grant Dick:
On Evolving Fixed Pattern Strategies for Iterated Prisoner's Dilemma. ACSC 2004: 241-247 - 2003
- [c4]Melanie Middlemiss, Grant Dick:
Weighted feature extraction using a genetic algorithm for intrusion detection. IEEE Congress on Evolutionary Computation 2003: 1669-1675 - [c3]Grant Dick:
The spatially-dispersed genetic algorithm: an explicit spatial population structure for GAs. IEEE Congress on Evolutionary Computation 2003: 2455-2461 - [c2]Grant Dick:
The Spatially-Dispersed Genetic Algorithm. GECCO 2003: 1572-1573 - [c1]Melanie Middlemiss, Grant Dick:
Feature Selection of Intrusion Detection Data using a Hybrid Genetic Algorithm/KNN Approach. HIS 2003: 519-527
Coauthor Index
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last updated on 2024-08-23 18:35 CEST by the dblp team
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