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Caitlin Owen
Caitlin Owen
Postdoctoral Research Fellow, School of Computing, University of Otago
Verified email at otago.ac.nz
Title
Cited by
Cited by
Year
A baseline model for software effort estimation
PA Whigham, CA Owen, SG Macdonell
ACM Transactions on Software Engineering and Methodology (TOSEM) 24 (3), 1-11, 2015
1222015
Examining the" best of both worlds" of grammatical evolution
PA Whigham, G Dick, J Maclaurin, CA Owen
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
522015
Understanding stack overflow code quality: A recommendation of caution
S Meldrum, SA Licorish, CA Owen, BTR Savarimuthu
Science of Computer Programming 199, 102516, 2020
252020
Feature standardisation and coefficient optimisation for effective symbolic regression
G Dick, CA Owen, PA Whigham
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 306-314, 2020
222020
Evolving bagging ensembles using a spatially-structured niching method
G Dick, CA Owen, PA Whigham
Proceedings of the Genetic and Evolutionary Computation Conference, 418-425, 2018
192018
Simulation evidence on Herfindahl-Hirschman measures of competitive balance in professional sports leagues
PD Owen, CA Owen
Journal of the Operational Research Society 73 (2), 285-300, 2022
15*2022
Feature standardisation in symbolic regression
CA Owen, G Dick, PA Whigham
Australasian Joint Conference on Artificial Intelligence, 565-576, 2018
122018
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition
CA Owen, G Dick, PA Whigham
IEEE Transactions on Evolutionary Computation 24 (6), 1164-1176, 2020
92020
Standardisation and Data Augmentation in Genetic Programming
C Owen, G Dick, P Whigham
IEEE Transactions on Evolutionary Computation, 2022
42022
Error decomposition of evolutionary machine learning
CA Owen
University of Otago, 2021
12021
Multi-objective Optimisation, Software Effort Estimation and Linear Models
PA Whigham, C Owen
Simulated Evolution and Learning: 10th International Conference, SEAL 2014 …, 2014
12014
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms
CA Owen, G Dick, PA Whigham
Evolutionary Computation 32 (1), 49-68, 2024
2024
Opening the Black Box of AutoML Grid Search
CA Owen
2023
Towards Explainable AutoML Using Error Decomposition
CA Owen, G Dick, PA Whigham
Australasian Joint Conference on Artificial Intelligence, 177-190, 2022
2022
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