Katherine L. Silversides

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 5

Top Topics

Gaussian Process

Top Venues

Comput. Geosci.

Expert Syst. Appl.

Publications

Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI (2022)
Adrian Ball, Katherine L. Silversides, Anna Chlingaryan, Arman Melkumyan
Creating large scale probabilistic boundaries using Gaussian Processes. Expert Syst. Appl. 199 (2022)
Mehala Balamurali, Katherine L. Silversides, Arman Melkumyan
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data. Comput. Geosci. 125 (2019)
Katherine L. Silversides, Arman Melkumyan
A Dynamic Time Warping based covariance function for Gaussian Processes signature identification. Comput. Geosci. 96 (2016)
Katherine L. Silversides, Arman Melkumyan
Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining. ICONIP (4) (2016)
Katherine L. Silversides, Arman Melkumyan, Derek A. Wyman, Peter Hatherly
Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits. Comput. Geosci. 77 (2015)
Katherine L. Silversides, Arman Melkumyan, Derek A. Wyman, Peter Hatherly, Eric Nettleton
Detection of geological structure using gamma logs for autonomous mining. ICRA (2011)