Caitlin A. Owen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Genetic Programming

Bias Variance Decomposition

Top Venues

IEEE Trans. Evol. Comput.

ACM Trans. Softw. Eng. Methodol.

Publications

Caitlin A. Owen, Grant Dick, Peter A. Whigham
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms. Evol. Comput. 32 (1) (2024)
Grant Dick, Caitlin A. Owen
Characterising the Double Descent of Symbolic Regression. GECCO Companion (2024)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Standardization and Data Augmentation in Genetic Programming. IEEE Trans. Evol. Comput. 26 (6) (2022)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Towards Explainable AutoML Using Error Decomposition. AI (2022)
P. Dorian Owen, Caitlin A. Owen
Simulation evidence on Herfindahl-Hirschman measures of competitive balance in professional sports leagues. J. Oper. Res. Soc. 73 (2) (2022)
Peter A. Whigham, Caitlin A. Owen, Stephen G. MacDonell
A Baseline Model for Software Effort Estimation. CoRR (2021)
Grant Dick, Caitlin A. Owen, Peter A. Whigham
Feature standardisation and coefficient optimisation for effective symbolic regression. GECCO (2020)
Sarah Meldrum, Sherlock A. Licorish, Caitlin A. Owen, Bastin Tony Roy Savarimuthu
Understanding stack overflow code quality: A recommendation of caution. Sci. Comput. Program. 199 (2020)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition. IEEE Trans. Evol. Comput. 24 (6) (2020)
Grant Dick, Caitlin A. Owen, Peter A. Whigham
Evolving bagging ensembles using a spatially-structured niching method. GECCO (2018)
Caitlin A. Owen, Grant Dick, Peter A. Whigham
Feature Standardisation in Symbolic Regression. Australasian Conference on Artificial Intelligence (2018)
Peter A. Whigham, Grant Dick, James MacLaurin, Caitlin A. Owen
Examining the "Best of Both Worlds" of Grammatical Evolution. GECCO (2015)
Peter A. Whigham, Caitlin A. Owen, Stephen G. MacDonell
A Baseline Model for Software Effort Estimation. ACM Trans. Softw. Eng. Methodol. 24 (3) (2015)
Peter A. Whigham, Caitlin A. Owen
Multi-objective Optimisation, Software Effort Estimation and Linear Models. SEAL (2014)