Concepedia

Arman Melkumyan

AM

24

Publications

812

Citations

17

H-Index

2006

Active since

Affiliations

The University of Sydney(Current)

Australian Centre for Robotic Vision

Rio Tinto (Australia)

Arman Melkumyan is an author at The University of Sydney specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionImage AnalysisEarth ScienceHyperspectral ImagingData MiningRemote SensingDeep Learning

Publications per year

2006–2023

24

Publications

24

A sparse covariance function for exact Gaussian process inference in large datasets

Arman Melkumyan, Fábio Ramos · 2009 · 79 citations

Pretraining for Hyperspectral Convolutional Neural Network Classification

Lloyd Windrim, Arman Melkumyan, Richard J. Murphy et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 63 citations

Image Classification, Convolutional Neural Network, Image Analysis +15

Multi-kernel Gaussian processes

Arman Melkumyan, Fábio Ramos · International Joint Conference on Artificial Intelligence · 2011 · 62 citations

Artificial Intelligence, Engineering, Machine Learning +13

Twelve shear surface waves guided by clamped/free boundaries in magneto-electro-elastic materials

Arman Melkumyan · International Journal of Solids and Structures · 2006 · 58 citations

Materials Science, Magnetism, Nonlinear Elasticity +13

Influence of imperfect bonding on interface waves guided by piezoelectric/piezomagnetic composites

Arman Melkumyan · The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics · 2008 · 55 citations

Materials Science, Materials Engineering, Interface Waves +10

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