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Tom Horrocks
Tom Horrocks
Adresă de e-mail confirmată pe uwa.edu.au
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Evaluation of automated lithology classification architectures using highly-sampled wireline logs for coal exploration
T Horrocks, EJ Holden, D Wedge
Computers & Geosciences 83, 209-218, 2015
622015
GeoDocA–Fast analysis of geological content in mineral exploration reports: A text mining approach
EJ Holden, W Liu, T Horrocks, R Wang, D Wedge, P Duuring, ...
Ore Geology Reviews 111, 102919, 2019
432019
Geochemical characterisation of rock hydration processes using t-SNE
T Horrocks, EJ Holden, D Wedge, C Wijns, M Fiorentini
Computers & geosciences 124, 46-57, 2019
212019
Classification of gold-bearing particles using visual cues and cost-sensitive machine learning
T Horrocks, D Wedge, EJ Holden, P Kovesi, N Clarke, J Vann
Mathematical Geosciences 47, 521-545, 2015
132015
A comparative study of neural network methods for first break detection using seismic refraction data over a detrital iron ore deposit
T Gillfeather-Clark, T Horrocks, EJ Holden, D Wedge
Ore Geology Reviews 137, 104201, 2021
82021
Learning characteristic natural gamma shale marker signatures in iron ore deposits
D Nathan, P Duuring, EJ Holden, D Wedge, T Horrocks
Computers & Geosciences 106, 77-88, 2017
62017
Automated extraction of seed morphological traits from images
RLC Dayrell, T Ott, T Horrocks, P Poschlod
Methods in Ecology and Evolution 14 (7), 1708-1718, 2023
42023
Integrated analysis of geological, geophysical, and geochemical data of the Kevitsa Ni-Cu-PGE deposit: machine learning approaches
T Horrocks
32019
Magnetic grid resolution enhancement using machine learning: A case study from the Eastern Goldfields Superterrane
L Smith, T Horrocks, EJ Holden, D Wedge, N Akhtar
Ore Geology Reviews 150, 105119, 2022
22022
3-D geochemical interpolation guided by geophysical inversion models
T Horrocks, EJ Holden, D Wedge, C Wijns
Geoscience Frontiers 12 (3), 101089, 2021
22021
Viability of long-short term memory neural networks for seismic refraction first break detection–a preliminary study
T Gillfeather-Clark, EJ Holden, D Wedge, T Horrocks, C Byrne, ...
ASEG Extended Abstracts 2019 (1), 1-5, 2019
22019
A nonparametric boundary detection technique applied to 3D inverted surveys of the Kevitsa Ni-Cu-PGE deposit
T Horrocks, EJ Holden, D Wedge, C Wijns
Geophysics 83 (1), IM1-IM13, 2018
22018
Anomaly detection in fourier transform infrared spectroscopy of geological specimens using variational autoencoders
CM Gonzalez, T Horrocks, D Wedge, EJ Holden, N Hackman, T Green
Ore Geology Reviews 158, 105478, 2023
12023
Predicting 3D geochemical models from multiple geophysical inversion models by Gaussian process regression with custom kernels
T Horrocks, EJ Holden, D Wedge, C Wijns
AGU Fall Meeting Abstracts 2018, NG33B-0952, 2018
12018
Automated geological logging from FTIR reflectance spectra utilising geochemical and historical logging constraints
T Horrocks, D Wedge, N Hackman, T Green, EJ Holden
Ore Geology Reviews, 106004, 2024
2024
Centre for Exploration Targeting, School of Earth Sciences, The University of Western Australia, Australia
T Gillfeather-Clark, T Horrocks, EJ Holden, D Wedge
ORE GEOLOGY REVIEWS 137, 2021
2021
Applications of Graph Machine Learning for Geophysics Interpretation
T Gillfeather-Clark, T Horrocks, D Wedge, EJ Holden
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