Katherine Silversides
Katherine Silversides
Verified email at sydney.edu.au
Title
Cited by
Cited by
Year
Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits
K Silversides, A Melkumyan, D Wyman, P Hatherly
Computers & Geosciences 77, 118-125, 2015
172015
A Dynamic Time Warping based covariance function for Gaussian Processes signature identification
KL Silversides, A Melkumyan
Computers & Geosciences 96, 69-76, 2016
72016
Detection of geological structure using gamma logs for autonomous mining
KL Silversides, A Melkumyan, DA Wyman, PJ Hatherly, E Nettleton
2011 IEEE International Conference on Robotics and Automation, 1577-1582, 2011
72011
Determination of rock types by spectral scanning
K Silversides, R Murphy, D Wyman
US Patent App. 13/577,233, 2012
62012
Fusing Gaussian Processes and Dynamic Time Warping for Improved Natural Gamma Signal Classification
KL Silversides, A Melkumyan, D Wyman
Mathematical Geosciences 48 (2), 187-210, 2016
52016
Boundary Classification for Automated Geological Modelling
K Silversides, A Melkumyan, P Hatherly, D Wyman
35th APCOM Symposium 2011, 113-120, 2011
52011
Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining
KL Silversides, A Melkumyan
International Conference on Neural Information Processing, 294-301, 2016
32016
Identification of Shale and Ore Boundaries Using Gaussian Processes
KL Silversides, A Melkumyan, DA Wyman, PJ Hatherly
Iron Ore 2011, 179-183, 2011
32011
Machine learning classification of geochemical and geophysical data
L Huang, M Balamurali, KL Silversides
Mining goes Digital: Proceedings of the 39th International Symposium …, 2019
22019
Identification of marker shale horizons in banded iron formation: linking measurements of downhole natural gamma-ray with measurements from reflectance spectrometry of rock cores
KL Silversides, RJ Murphy
Near Surface Geophysics 15 (2), 141-153, 2017
22017
Automated lithological recognition using DTW signal processing of natural gamma logs
K Silversides, A Melkumyan, D Wyman
37th APCOM Symposium 2015, 176-183, 2015
22015
Comparison between Gaussian Processes and Dynamic Time Warping for Classification of Marker Shales in Iron Ore Deposits
KL Silversides, A Melkumyan
Orebody Modelling and Strategic Mine Planning SMP 2014, 177–184, 2014
22014
Boundary Identification and Surface Updates Using MWD
KL Silversides, A Melkumyan
Mathematical Geosciences, 1-25, 2020
12020
Multivariate Gaussian process for distinguishing geological units using measure while drilling data
KL Silversides, A Melkumyan
Mining goes Digital: Proceedings of the 39th International Symposium …, 2019
12019
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data
M Balamurali, KL Silversides, A Melkumyan
Computers & Geosciences 125, 78-89, 2019
12019
Systems and methods for processing geophysical data
KL Silversides, A Melkumyan, D Wyman, PJ Hatherly
US Patent 9,916,539, 2018
12018
Robust Library Building for Autonomous Classification of Downhole Geophysical Logs Using Gaussian Processes
KL Silversides, A Melkumyan
Pure and Applied Geophysics 174 (3), 1255-1268, 2017
12017
Investigating variations in background response in measurements of downhole natural gamma in a banded iron formation in the Pilbara, Western Australia
RJ Murphy, KL Silversides
Journal of Applied Geophysics 137, 118-127, 2017
12017
Integration of downhole data sources with different resolution for improved boundary detection
K Silversides, A Melkumyan
Proceedings of the 12th SEGJ International Symposium, Tokyo, Japan, 18-20 …, 2015
12015
Automated analysis of natural gamm logs by gaussian processes: Application to marker shales in iron ore mines
K Silversides
University of Sydney., 2013
12013
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