Andrew Lensen
Title
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Cited by
Year
A survey on evolutionary machine learning
H Al-Sahaf, Y Bi, Q Chen, A Lensen, Y Mei, Y Sun, B Tran, B Xue, ...
Journal of the Royal Society of New Zealand, 2019
422019
Genetic programming for region detection, feature extraction, feature construction and classification in image data
A Lensen, H Al-Sahaf, M Zhang, B Xue
European Conference on Genetic Programming, 51-67, 2016
362016
Using particle swarm optimisation and the silhouette metric to estimate the number of clusters, select features, and perform clustering
A Lensen, B Xue, M Zhang
European Conference on the Applications of Evolutionary Computation, 538-554, 2017
162017
Particle swarm optimisation representations for simultaneous clustering and feature selection
A Lensen, B Xue, M Zhang
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
142016
Particle swarm optimisation for feature selection and weighting in high-dimensional clustering
D O'Neill, A Lensen, B Xue, M Zhang
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
112018
Can genetic programming do manifold learning too?
A Lensen, B Xue, M Zhang
European Conference on Genetic Programming, 114-130, 2019
102019
Genetic programming for evolving a front of interpretable models for data visualization
A Lensen, B Xue, M Zhang
IEEE transactions on cybernetics, 2020
92020
Generating Redundant Features with Unsupervised Multi-Tree Genetic Programming
A Lensen, B Xue, M Zhang
21st European Conference on Genetic Programming, 2018
92018
GPGC: Genetic Programming for Automatic Clustering using a Flexible Non-Hyper-Spherical Graph-Based Approach
A Lensen, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference, 449-456, 2017
82017
Automatically evolving difficult benchmark feature selection datasets with genetic programming
A Lensen, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference, 458-465, 2018
62018
Genetic programming for evolving similarity functions for clustering: Representations and analysis
A Lensen, B Xue, M Zhang
Evolutionary computation 28 (4), 531-561, 2020
52020
Multi-objective genetic programming for manifold learning: balancing quality and dimensionality
A Lensen, M Zhang, B Xue
Genetic Programming and Evolvable Machines, 1-33, 2020
52020
New Representations in Genetic Programming for Feature Construction in k-Means Clustering
A Lensen, B Xue, M Zhang
Asia-Pacific Conference on Simulated Evolution and Learning, 543-555, 2017
42017
A hybrid genetic programming approach to feature detection and image classification
A Lensen, H Al-Sahaf, M Zhang, B Xue
2015 International Conference on Image and Vision Computing New Zealand …, 2015
42015
Improving k-means Clustering with Genetic Programming for Feature Construction
A Lensen, B Xue, M Zhang
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
32017
Mining Feature Relationships in Data
A Lensen
arXiv preprint arXiv:2102.01355, 2021
12021
Evolving Simpler Constructed Features for Clustering Problems with Genetic Programming
F Schofield, A Lensen
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
12020
Evolutionary Feature Manipulation in Unsupervised Learning
A Lensen
Victoria University of Wellington, 2019
2019
Genetic programming for algae detection in river images
A Lensen, H Al-Sahaf, M Zhang, B Verma
2015 IEEE Congress on Evolutionary Computation (CEC), 2468-2475, 2015
2015
Using Genetic Programming to Find Functional Mappings for UMAP Embeddings
F Schofield, A Lensen
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