| 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 | 36 | 2015 |
| 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 | 17 | 2019 |
| A Dynamic Time Warping based covariance function for Gaussian Processes signature identification KL Silversides, A Melkumyan Computers & Geosciences 96, 69-76, 2016 | 13 | 2016 |
| Boundary identification and surface updates using mwd KL Silversides, A Melkumyan Mathematical Geosciences 53 (5), 1047-1071, 2021 | 12 | 2021 |
| Determination of rock types by spectral scanning K Silversides, R Murphy, D Wyman US Patent App. 13/577,233, 2012 | 12 | 2012 |
| 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 | 9 | 2011 |
| 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 | 7 | 2017 |
| Machine learning for classification of stratified geology from MWD data KL Silversides, A Melkumyan Ore Geology Reviews 142, 104737, 2022 | 6 | 2022 |
| Machine learning classification of geochemical and geophysical data L Huang, M Balamurali, KL Silversides Mining goes Digital: Proceedings of the 39th International Symposium …, 2019 | 6 | 2019 |
| 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 | 6 | 2016 |
| Boundary Classification for Automated Geological Modelling K Silversides, A Melkumyan, P Hatherly, D Wyman 35th APCOM Symposium 2011, 113-120, 2011 | 5 | 2011 |
| Creating large scale probabilistic boundaries using Gaussian Processes A Ball, KL Silversides, A Chlingaryan, A Melkumyan Expert Systems with Applications 199, 116959, 2022 | 4 | 2022 |
| Bedding Angle Identification from BIF Marker Shales via Modified Dynamic Time Warping MA George, KL Silversides, J Zigman, A Melkumyan Mathematical Geosciences 53 (7), 1567-1585, 2021 | 4 | 2021 |
| Gaussian processes based fusion of multiple data sources for automatic identification of geological boundaries in mining KL Silversides, A Melkumyan Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016 | 4 | 2016 |
| 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 | 3 | 2019 |
| Automated lithological recognition using DTW signal processing of natural gamma logs K Silversides, A Melkumyan, D Wyman 37th APCOM Symposium 2015, 176-183, 2015 | 3 | 2015 |
| Identification of Shale and Ore Boundaries Using Gaussian Processes KL Silversides, A Melkumyan, DA Wyman, PJ Hatherly Iron Ore 2011, 179-183, 2011 | 3 | 2011 |
| BIF-hosted deposit unit differentiation using multivariate Gaussian processes on measure while drilling data KL Silversides, A Ball, A Melkumyan Applied Earth Science 129 (4), 164-175, 2020 | 2 | 2020 |
| 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 | 2 | 2017 |
| 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 | 2 | 2014 |
Arman MelkumyanSenior Research Fellow and Orebody Knowledge Theme Leader, Rio Tinto Centre for MineBestätigte E-Mail-Adresse bei acfr.usyd.edu.au
