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Arman Melkumyan

faculty of engineering

17H-index
72Paper Count
990Citation Count
Published Papers 19
Publication Date
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IntegralGP: Volumetric estimation of subterranean geochemical properties in mineral deposits by fusing assay data with different spatial supports
errExpert Systems with Applications
IF7.5
err2025-08-21
err0
errOAAI
errAnna Chlingaryan; Arman Melkumyan; Raymond Leung
errShare
errSave
Automation and Artificial Intelligence Technology in Surface Mining: A Brief Introduction to Open-Pit Operations in the Pilbara
errIEEE ROBOTICS & AUTOMATION MAGAZINE
IF7.1
err2024-01-01
err3
errOAAI
errLeung, Raymond; Hill, Andrew J.; Melkumyan, Arman
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errSave
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data
errGEOSCIENCE FRONTIERS
IF8.9
err2023-07-01
err5
errOAAI
errWindrim, Lloyd; Melkumyan, Arman; Murphy, Richard J.; Chlingaryan, Anna; Leung, Raymond
errShare
errSave
Creating large scale probabilistic boundaries using Gaussian Processes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-08-01
err2
PREAI
errBall, Adrian; Silversides, Katherine L.; Chlingaryan, Anna; Melkumyan, Arman
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errSave
Machine learning for classification of stratified geology from MWD data
errOre Geology Reviews
IF3.6
err2022-03-01
err6
errOAAI
errSilversides, Katherine L.; Melkumyan, Arman
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errSave
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data
errCOMPUTERS & GEOSCIENCES
IF4.4
err2019-04-01
err16
PREAI
errBalamurali, Mehala; Silversides, Katherine L.; Melkumyan, Arman
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errSave
Pretraining for Hyperspectral Convolutional Neural Network Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2018-05-01
err48
PREAI
errWindrim, Lloyd; Melkumyan, Arman; Murphy, Richard J.; Chlingaryan, Anna; Ramakrishnan, Rishi
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errSave
A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2018-02-01
err38
PREAI
errWindrim, Lloyd; Ramakrishnan, Rishi; Melkumyan, Arman; Murphy, Richard J.
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errSave
Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2016-12-01
err18
PREAI
errUezato, Tatsumi; Murphy, Richard J.; Melkumyan, Arman; Chlingaryan, Anna
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errSave
A Dynamic Time Warping based covariance function for Gaussian Processes signature identification
errCOMPUTERS & GEOSCIENCES
IF4.4
err2016-11-01
err13
PREAI
errSilversides, Katherine L.; Melkumyan, Arman
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errSave
A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2016-11-01
err37
PREAI
errUezato, Tatsumi; Murphy, Richard J.; Melkumyan, Arman; Chlingaryan, Anna
errShare
errSave
A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2016-05-01
err32
PREAI
errUezato, Tatsumi; Murphy, Richard J.; Melkumyan, Arman; Chlingaryan, Anna
errShare
errSave
Gaussian Processes for Estimating Wavelength Position of the Ferric Iron Crystal Field Feature at ∼900 nm From Hyperspectral Imagery Acquired in the Short-Wave Infrared (1002-1355 nm)
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2015-04-01
err10
errOAAI
errMurphy, Richard J.; Chlingaryan, Anna; Melkumyan, Arman
errShare
errSave
Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits
errCOMPUTERS & GEOSCIENCES
IF4.4
err2015-04-01
err25
PREAI
errSilversides, Katherine; Melkumyan, Arman; Wyman, Derek; Hatherly, Peter
errShare
errSave
Electroelastic gap waves between dissimilar piezoelectric materials in different classes of symmetry
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2009-10-01
err5
PREAI
errMelkumyan, Arman; Mai, Yiu-Wing
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errSave
On diffraction of acoustic and electric waves in piezoelectric medium by an absorbent half-plane electrode
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2007-06-01
err5
errOAAI
errMelkumyan, Arman
errShare
errSave
Twelve shear surface waves guided by clamped/free boundaries in magneto-electro-elastic materials
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2007-05-01
err42
errOAAI
errMelkumyan, Arman
errShare
errSave
Comments on Explicit transient solutions for a mode III crack subjected to dynamic concentrated loading in a piezoelectric material by Yi-Shyong Ing, Mau-Jung Wang [Int. J. Solids Struct. 41 (2004) 3849-3864]
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2005-12-01
err1
PREAI
errMelkumyan, A
errShare
errSave
Comments on Dynamic crack propagation in piezoelectric materials - Part I. electrode solution by Shaofan Li, Peter A. Mataga [J. Mech. Phys. Solids 44 (1996) 1799-1830]
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2005-08-01
err4
PREAI
errMelkumyan, A
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errSave

Research Directions

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Co-authors
Cooperation Journals
麦
麦亦勇 (Yiu‐Wing Mai)
H-index: 117 · Papers: 1.3K
R
Richard J. Murphy
H-index: 26 · Papers: 95
R
Raymond Leung
H-index: 18 · Papers: 86
A
Andrew J. Hill
H-index: 16 · Papers: 66
P
Peter Hatherly
H-index: 15 · Papers: 103
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