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Dr.Mehala Balamurali
Dr.Mehala Balamurali
Senior Research Fellow, Australian Centre for Robotics, University of Sydney
Verified email at sydney.edu.au
Title
Cited by
Cited by
Year
Does cytolysis by CD8+ T cells drive immune escape in HIV infection?
M Balamurali, J Petravic, L Loh, S Alcantara, SJ Kent, MP Davenport
The Journal of Immunology 185 (9), 5093-5101, 2010
472010
t-SNE based visualisation and clustering of geological domain
M Balamurali, A Melkumyan
Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016
322016
An “escape clock” for estimating the turnover of SIV DNA in resting CD4+ T cells
J Reece, J Petravic, M Balamurali, L Loh, S Gooneratne, R De Rose, ...
PLoS pathogens 8 (4), e1002615, 2012
272012
Deep Learning-Based Artificial Intelligence to Investigate Targeted Nanoparticles’ Uptake in TNBC Cells
R Ali, M Balamurali, P Varamini
International Journal of Molecular Sciences 16070, 2022
202022
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data
M Balamurali, K Silversides, A Melkumyan
Computers & Geosciences, 2019
202019
t-Distributed Stochastic Neighbor Embedding
M Balamurali
Encyclopedia of Mathematical Geosciences, 1-9, 2021
182021
Sample truncation strategies for outlier removal in geochemical data: the MCD robust distance approach versus t-SNE ensemble clustering
R Leung, M Balamurali, A Melkumyan
Mathematical Geosciences 53, 105-130, 2021
162021
Complexity of the inoculum determines the rate of reversion of SIV Gag CD8 T cell mutant virus and outcome of infection
L Loh, JC Reece, CS Fernandez, S Alcantara, R Center, J Howard, ...
PLoS Pathogens 5 (4), e1000378, 2009
122009
A Bayesian method for estimating uncertainty in excavated material
M Balamurali
International Journal of Mining, Reclamation and Environment, 2021
72021
Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modelling and Automation
R Leung, M Balamurali, A Lowe
Mathematical Geosciences, 2021
72021
Machine learning classification of geochemical and geophysical data
L Huang, M Balamurali, KL Silversides
Mining goes Digital, 101-105, 2019
62019
Deep learning-based motion estimation for uninterrupted tracking of awake rodents in PET
S Zhang, M Balamurali, A Kyme
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
52018
Detection of Outliers in Geochemical Data Using Ensembles of Subsets of Variables
M Balamurali, A Melkumyan
Mathematical Geosciences, 1-12, 2018
52018
Multivariate outlier detection in geochemical data
M Balamurali, A Melkumyan
International Association of Mathematical Geosciences (IAMG 2015), pp. 602-610, 2015
52015
Automated identification of geological domains for exploration assays with ambiguous initial domain assignment in an iron ore deposit
M Balamurali, A Melkumyan
Ninth International Mining Geology Conference, pp 99–106, 2014
52014
Geological domain classification using multiple chemical elements and spatial information
M Balamurali, A Melkumyan
Application of Computers and Operations Research in the Mineral Industry …, 2015
42015
Automatic excavator action recognition and localisation for untrimmed video using hybrid LSTM-Transformer networks
A Martin, AJ Hill, KM Seiler, M Balamurali
International Journal of Mining, Reclamation and Environment 38 (5), 353-372, 2024
32024
Automated updating of geological model boundaries for improved ore extraction
D Robinson, M Balamurali, A Melkumyan, A Lowe, R Leung, T Vasey
US Patent 12,049,826, 2024
22024
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline
M Balamurali, E Mihankhah
Australasian Joint Conference on Artificial Intelligence, 55-66, 2023
22023
Load-Haul Cycle Segmentation with Hidden Semi-Markov Models
G Markham, KM Seiler, M Balamurali, AJ Hill
2022 IEEE 18th International Conference on Automation Science and …, 2022
22022
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