フォロー
Caitlin Owen
Caitlin Owen
Postdoctoral Research Fellow, School of Computing, University of Otago
確認したメール アドレス: otago.ac.nz
タイトル
引用先
引用先
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
1382015
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
372020
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
322020
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
24*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
222018
Feature standardisation in symbolic regression
CA Owen, G Dick, PA Whigham
Australasian Joint Conference on Artificial Intelligence, 565-576, 2018
152018
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
142020
Standardisation and Data Augmentation in Genetic Programming
C Owen, G Dick, P Whigham
IEEE Transactions on Evolutionary Computation, 2022
132022
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms
CA Owen, G Dick, PA Whigham
Evolutionary Computation 32 (1), 49-68, 2024
22024
Towards Explainable AutoML Using Error Decomposition
CA Owen, G Dick, PA Whigham
Australasian Joint Conference on Artificial Intelligence, 177-190, 2022
12022
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
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
Aquaculture 598, 742016, 2025
2025
Characterising the Double Descent of Symbolic Regression
G Dick, C Owen
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
Revisiting Bagging for Stochastic Algorithms
CA Owen, G Dick, PA Whigham
AI 2024: Advances in Artificial Intelligence, 162-173, 2024
2024
Opening the Black Box of AutoML Grid Search
CA Owen
2023
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