Caitlin A. Owen

15 papers A 3Misc 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
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
2022 J jnl
Simulation evidence on Herfindahl-Hirschman measures of competitive balance in professional sports leagues.
J. Oper. Res. Soc.
P. Dorian Owen, Caitlin A. Owen
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
2021 J jnl
A Baseline Model for Software Effort Estimation.
CoRR
Peter A. Whigham, Caitlin A. Owen, Stephen G. MacDonell
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
2020 J jnl
Understanding stack overflow code quality: A recommendation of caution.
Sci. Comput. Program.
Sarah Meldrum, Sherlock A. Licorish, Caitlin A. Owen, Bastin Tony Roy Savarimuthu
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
2015 J jnl
A Baseline Model for Software Effort Estimation.
ACM Trans. Softw. Eng. Methodol.
Peter A. Whigham, Caitlin A. Owen, Stephen G. MacDonell
2015 A conf
Examining the "Best of Both Worlds" of Grammatical Evolution.
GECCO
Peter A. Whigham, Grant Dick, James MacLaurin, Caitlin A. Owen
2014 — conf
Multi-objective Optimisation, Software Effort Estimation and Linear Models.
SEAL
Peter A. Whigham, Caitlin A. Owen