Caitlin A. Owen

According to our database, Caitlin A. Owen authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Using Decomposed Error for Reproducing Implicit Understanding of Algorithms.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

Evol. Comput., 2024

Characterising the Double Descent of Symbolic Regression.

Grant Dick, Caitlin A. Owen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Revisiting Bagging for Stochastic Algorithms.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

2022

Standardization and Data Augmentation in Genetic Programming.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

IEEE Trans. Evol. Comput., 2022

Simulation evidence on Herfindahl-Hirschman measures of competitive balance in professional sports leagues.

P. Dorian Owen, Caitlin A. Owen

J. Oper. Res. Soc., 2022

Towards Explainable AutoML Using Error Decomposition.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2020

Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

IEEE Trans. Evol. Comput., 2020

Understanding stack overflow code quality: A recommendation of caution.

Sarah Meldrum, Sherlock A. Licorish, Caitlin A. Owen, Bastin Tony Roy Savarimuthu

Sci. Comput. Program., 2020

Feature standardisation and coefficient optimisation for effective symbolic regression.

Grant Dick, Caitlin A. Owen, Peter A. Whigham

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2018

Evolving bagging ensembles using a spatially-structured niching method.

Grant Dick, Caitlin A. Owen, Peter A. Whigham

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Feature Standardisation in Symbolic Regression.

Caitlin A. Owen, Grant Dick, Peter A. Whigham

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2015

A Baseline Model for Software Effort Estimation.

Peter A. Whigham, Caitlin A. Owen, Stephen G. MacDonell

ACM Trans. Softw. Eng. Methodol., 2015

Examining the "Best of Both Worlds" of Grammatical Evolution.

Peter A. Whigham, Grant Dick, James MacLaurin, Caitlin A. Owen

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Multi-objective Optimisation, Software Effort Estimation and Linear Models.

Peter A. Whigham, Caitlin A. Owen

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014