Anna Chlingaryan

18 papers B 1C 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Impact of heat stress on cattle systems: Responses of production metrics to thermal stress.
Comput. Electron. Agric.
F. M. Hasan, Anna Chlingaryan, Peter C. Thomson, Cameron E. F. Clark, Mohammed R. Islam, Sabrina Lomax
2026 J jnl
IntegralGP: Volumetric estimation of subterranean geochemical properties in mineral deposits by fusing assay data with different spatial supports.
Expert Syst. Appl.
Anna Chlingaryan, Arman Melkumyan, Raymond Leung
2025 J jnl
The diversity in dairy cattle reticulorumen temperature: Identifying water intake events.
Comput. Electron. Agric.
A. K. Shirley, Peter C. Thomson, Anna Chlingaryan, Cameron E. F. Clark
2023 J jnl
A deep learning model to forecast cattle heat stress.
Comput. Electron. Agric.
Nicolas Harvey Chapman, Anna Chlingaryan, Peter C. Thomson, Sabrina Lomax, Md. Ashraful Islam, Amanda K. Doughty, Cameron E. F. Clark
2023 J jnl
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data.
CoRR
Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Raymond Leung
2022 J jnl
Bayesian Surface Warping Approach for Rectifying Geological Boundaries Using Displacement Likelihood and Evidence from Geochemical Assays.
ACM Trans. Spatial Algorithms Syst.
Raymond Leung, Alexander Lowe, Anna Chlingaryan, Arman Melkumyan, John N. Zigman
2022 J jnl
Creating large scale probabilistic boundaries using Gaussian Processes.
Expert Syst. Appl.
Adrian Ball, Katherine L. Silversides, Anna Chlingaryan, Arman Melkumyan
2020 J jnl
Bayesian Surface Warping Approach For Rectifying Geological Boundaries Using Displacement Likelihood And Evidence From Geochemical Assays.
CoRR
Raymond Leung, Alexander Lowe, Anna Chlingaryan, Arman Melkumyan, John N. Zigman
2019 J jnl
Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders.
Remote. Sens.
Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan
2018 J jnl
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review.
Comput. Electron. Agric.
Anna Chlingaryan, Salah Sukkarieh, Brett Whelan
2018 J jnl
Pretraining for Hyperspectral Convolutional Neural Network Classification.
IEEE Trans. Geosci. Remote. Sens.
Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Rishi Ramakrishnan
2016 J jnl
A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes.
IEEE Trans. Geosci. Remote. Sens.
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016 J jnl
A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes.
IEEE Trans. Geosci. Remote. Sens.
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016 J jnl
Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates.
IEEE Trans. Image Process.
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016 B conf
Unsupervised feature learning for illumination robustness.
ICIP
Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Juan I. Nieto
2015 J jnl
Gaussian Processes for Estimating Wavelength Position of the Ferric Iron Crystal Field Feature at $\sim$ 900 nm From Hyperspectral Imagery Acquired in the Short-Wave Infrared (1002-1355 nm).
IEEE Trans. Geosci. Remote. Sens.
Richard J. Murphy, Anna Chlingaryan, Arman Melkumyan
2015 — conf
Spectral curve-based endmember extraction method.
WHISPERS
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2014 C conf
Multiple endmember spectral unmixing within a multi-task framework.
IGARSS
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan, Sven Schneider