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A hybrid Genetic Programming approach to feature detection and image classification

Published in 2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, Auckland, New Zealand, November 23-24, 2015, 2015

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Recommended citation: Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue, "A hybrid Genetic Programming approach to feature detection and image classification." 2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, Auckland, New Zealand, November 23-24, 2015, 2015.

Genetic Programming for algae detection in river images

Published in IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015, 2015

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Recommended citation: Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh Verma, "Genetic Programming for algae detection in river images." IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015, 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.

Improving k-means clustering with genetic programming for feature construction

Published in Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings, 2017

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Recommended citation: Andrew Lensen, Bing Xue, Mengjie Zhang, "Improving k-means clustering with genetic programming for feature construction." Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings, 2017.

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

Published in Proceedings of the 20th 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 20th 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..

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