Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders
Windrim, Lloyd, Ramakrishnan, Rishi, Melkumyan, Arman, Murphy, Richard J., Chlingaryan, Anna
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
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Journal Article
Bedding Angle Identification from BIF Marker Shales via Modified Dynamic Time Warping
George, Mark A., Silversides, Katherine L., Zigman, John, Melkumyan, Arman
Published in Mathematical geosciences (01.10.2021)
Published in Mathematical geosciences (01.10.2021)
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Journal Article
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data
Windrim, Lloyd, Melkumyan, Arman, Murphy, Richard J., Chlingaryan, Anna, Leung, Raymond
Published in Di xue qian yuan. (01.07.2023)
Published in Di xue qian yuan. (01.07.2023)
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Journal Article
Efficacy of Data Fusion Using Convolved Multi-Output Gaussian Processes
Vasudevan, Shrihari, Melkumyan, Arman, Scheding, Steven
Published in Journal of Data Science (08.04.2021)
Published in Journal of Data Science (08.04.2021)
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Journal Article
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data
Balamurali, Mehala, Silversides, Katherine L., Melkumyan, Arman
Published in Computers & geosciences (01.04.2019)
Published in Computers & geosciences (01.04.2019)
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Journal Article
Creating large scale probabilistic boundaries using Gaussian Processes
Ball, Adrian, Silversides, Katherine L., Chlingaryan, Anna, Melkumyan, Arman
Published in Expert systems with applications (01.08.2022)
Published in Expert systems with applications (01.08.2022)
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Journal Article
Evaluating the performance of a new classifier – the GP-OAD: A comparison with existing methods for classifying rock type and mineralogy from hyperspectral imagery
Schneider, Sven, Murphy, Richard J., Melkumyan, Arman
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2014)
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2014)
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Journal Article