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04/18/2023
Differentiable Genetic Programming for High-dimensional Symbolic Regression
Symbolic regression (SR) is the process of discovering hidden relationsh...
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01/17/2023
Feature-based Image Matching for Identifying Individual Kākā
This report investigates an unsupervised, feature-based image matching p...
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08/15/2022
Explainable Artificial Intelligence for Assault Sentence Prediction in New Zealand
The judiciary has historically been conservative in its use of Artificia...
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08/23/2021
Genetic Programming for Manifold Learning: Preserving Local Topology
Manifold learning methods are an invaluable tool in today's world of inc...
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02/02/2021
Mining Feature Relationships in Data
When faced with a new dataset, most practitioners begin by performing ex...
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01/27/2020
Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation
Data visualisation is a key tool in data mining for understanding big da...
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01/05/2020
Multi-Objective Genetic Programming for Manifold Learning: Balancing Quality and Dimensionality
Manifold learning techniques have become increasingly valuable as data c...
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10/22/2019
Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis
Clustering is a difficult and widely-studied data mining task, with many...
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02/08/2019
Can Genetic Programming Do Manifold Learning Too?
Exploratory data analysis is a fundamental aspect of knowledge discovery...
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02/02/2018