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publications

Genetic Programming for algae detection in river images

Published in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2015

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Recommended citation: Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh Verma, "Genetic Programming for algae detection in river images." Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2015.

Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data

Published in Proceedings of the European Conference on Genetic Programming (EuroGP), 2016

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Recommended citation: Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue, "Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data." Proceedings of the European Conference on Genetic Programming (EuroGP), 2016.

Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering

Published in Proceedings of the European Conference on the Applications of Evolutionary Computation (EvoApplications), Part I, 2017

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Recommended citation: Andrew Lensen, Bing Xue, Mengjie Zhang, "Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering." Proceedings of the European Conference on the Applications of Evolutionary Computation (EvoApplications), Part I, 2017.

A survey on evolutionary machine learning

Published in Journal of the Royal Society of New Zealand, 2019

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Recommended citation: Harith Al-Sahaf, Ying Bi, Qi Chen, Andrew Lensen, Yi Mei, Yanan Sun, Binh Tran, Bing Xue, Mengjie Zhang, "A survey on evolutionary machine learning." Journal of the Royal Society of New Zealand, 2019.

Can Genetic Programming Do Manifold Learning Too?

Published in Proceedings of the European Conference on Genetic Programming (EuroGP), 2019

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Recommended citation: Andrew Lensen, Bing Xue, Mengjie Zhang, "Can Genetic Programming Do Manifold Learning Too?." Proceedings of the European Conference on Genetic Programming (EuroGP), 2019. Best paper.

Mining Feature Relationships in Data

Published in Proceedings of the European Conference on Genetic Programming (EuroGP), 2021

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Recommended citation: Andrew Lensen, "Mining Feature Relationships in Data." Proceedings of the European Conference on Genetic Programming (EuroGP), 2021.

talks

teaching

COMP309: Machine Learning Tools and Techniques

Undergraduate course, School of Engineering and Computer Science, Victoria University of Wellington, 2021

Course co-ordinator, responsible for overall management and running of the course, as well as some teaching.