t-SNE Based Visualisation and Clustering of Geological Domain. - Mehala Balamurali; Arman Melkumyan (ICONIP (4), 2016)

A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data. - Mehala Balamurali; Katherine L. Silversides; Arman Melkumyan (Comput. Geosci., 2019)

Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modelling and Automation. - Raymond Leung; Mehala Balamurali; Alexander Lowe (CoRR, 2021)

A Bayesian Method for Estimating Uncertainty in Excavated Material. - Mehala Balamurali (CoRR, 2021)

Transfer Learning and Data Augmentation in the Diagnosis of Knee MRI. - John Haddadian; Mehala Balamurali (AI, 2022)

Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. - Liyang Liu; Mehala Balamurali; Katherine L. Silversides; Rami N. Khushaba (AI, 2022)

Load-Haul Cycle Segmentation with Hidden Semi-Markov Models. - Georgia Markham; Konstantin M. Seiler; Mehala Balamurali; Andrew J. Hill (CASE, 2022)

A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception. - Mehala Balamurali; Andrew John Hill; Javier Martinez; Rami N. Khushaba; Liyang Liu; Najmeh Kamyabpour; Ehsan Mihankhah (ICARCV, 2022)

SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline. - Mehala Balamurali; Ehsan Mihankhah (AI (1), 2023)

Factors Influencing Autonomously Generated 3D Geophysical Spatial Models. - Mehala Balamurali; Arman Melkumyan; John N. Zigman (CoRR, 2023)

Better Predict the Dynamic of Geometry of In-Pit Stockpiles Using Geospatial Data and Polygon Models. - Mehala Balamurali; Konstantin M. Seiler (CoRR, 2023)

CyberPotholes: Pothole Defect Detection Using Synthetic Depth-Maps. - Kiran KC; Stewart Worrall 002; Julie Stephany Berrio; Mehala Balamurali (ITSC, 2024)

Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models. - Georgia Markham; Mehala Balamurali; Andrew J. Hill (CoRR, 2024)