Katherine L. Silversides

According to our database, Katherine L. Silversides authored at least 7 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Creating large scale probabilistic boundaries using Gaussian Processes.

Adrian Ball, Katherine L. Silversides, Anna Chlingaryan, Arman Melkumyan

Expert Syst. Appl., 2022

Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators.

Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2019

A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data.

Mehala Balamurali, Katherine L. Silversides, Arman Melkumyan

Comput. Geosci., 2019

2016

A Dynamic Time Warping based covariance function for Gaussian Processes signature identification.

Katherine L. Silversides, Arman Melkumyan

Comput. Geosci., 2016

Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining.

Katherine L. Silversides, Arman Melkumyan

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits.

Katherine L. Silversides, Arman Melkumyan, Derek A. Wyman, Peter Hatherly

Comput. Geosci., 2015

2011

Detection of geological structure using gamma logs for autonomous mining.

Katherine L. Silversides, Arman Melkumyan, Derek A. Wyman, Peter Hatherly, Eric Nettleton

Proceedings of the IEEE International Conference on Robotics and Automation, 2011