Multiple endmember spectral unmixing within a multi-task framework. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan; Sven Schneider 003 (IGARSS, 2014)

Spectral curve-based endmember extraction method. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (WHISPERS, 2015)

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). - Richard J. Murphy; Anna Chlingaryan; Arman Melkumyan (IEEE Trans. Geosci. Remote. Sens., 2015)

Unsupervised feature learning for illumination robustness. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Juan I. Nieto 001 (ICIP, 2016)

A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Geosci. Remote. Sens., 2016)

A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Geosci. Remote. Sens., 2016)

Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Image Process., 2016)

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review. - Anna Chlingaryan; Salah Sukkarieh; Brett Whelan (Comput. Electron. Agric., 2018)

Pretraining for Hyperspectral Convolutional Neural Network Classification. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Rishi Ramakrishnan (IEEE Trans. Geosci. Remote. Sens., 2018)

Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. - Lloyd Windrim; Rishi Ramakrishnan; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan (Remote. Sens., 2019)

Creating large scale probabilistic boundaries using Gaussian Processes. - Adrian Ball; Katherine L. Silversides; Anna Chlingaryan; Arman Melkumyan (Expert Syst. Appl., 2022)

Bayesian Surface Warping Approach for Rectifying Geological Boundaries Using Displacement Likelihood and Evidence from Geochemical Assays. - Raymond Leung; Alexander Lowe; Anna Chlingaryan; Arman Melkumyan; John N. Zigman (ACM Trans. Spatial Algorithms Syst., 2022)

Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Raymond Leung (CoRR, 2023)

A deep learning model to forecast cattle heat stress. - Nicolas Harvey Chapman; Anna Chlingaryan; Peter C. Thomson; Sabrina Lomax; Md. Ashraful Islam; Amanda K. Doughty; Cameron E. F. Clark (Comput. Electron. Agric., 2023)

The diversity in dairy cattle reticulorumen temperature: Identifying water intake events. - A. K. Shirley; Peter C. Thomson; Anna Chlingaryan; Cameron E. F. Clark (Comput. Electron. Agric., 2025)