关注
Caitlin Owen
Caitlin Owen
Postdoctoral Research Fellow, School of Computing, University of Otago
在 otago.ac.nz 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
1302015
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
502015
Understanding stack overflow code quality: A recommendation of caution
S Meldrum, SA Licorish, CA Owen, BTR Savarimuthu
Science of Computer Programming 199, 102516, 2020
342020
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
262020
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
21*2022
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
212018
Feature standardisation in symbolic regression
CA Owen, G Dick, PA Whigham
Australasian Joint Conference on Artificial Intelligence, 565-576, 2018
142018
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
112020
Standardisation and Data Augmentation in Genetic Programming
C Owen, G Dick, P Whigham
IEEE Transactions on Evolutionary Computation, 2022
92022
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms
CA Owen, G Dick, PA Whigham
Evolutionary Computation 32 (1), 49-68, 2024
12024
Error decomposition of evolutionary machine learning
CA Owen
Ph. D. dissertation, 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
Characterising the Double Descent of Symbolic Regression
G Dick, C Owen
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
Comparing Blood Biochemistry and Haematology Normal Ranges of Chinook Salmon (Oncorhynchus Tshawytscha) from Different Production Systems
CA Owen, P Casanovas, J Schattschneider, G Dick, S Walker, J Symonds
Available at SSRN 4897213, 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
系统目前无法执行此操作,请稍后再试。
文章 1–16