Kerrie L. Mengersen
Orcid: 0000-0001-8625-9168
According to our database1,
Kerrie L. Mengersen
authored at least 70 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on twitter.com
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2024
2023
R J., September, 2023
Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization.
Int. J. Data Sci. Anal., April, 2023
Optimal partitioning of directed acyclic graphs with dependent costs between clusters.
CoRR, 2023
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis.
CoRR, 2023
Assessing the Spatial Structure of the Association between Attendance at Preschool and Childrens Developmental Vulnerabilities in Queensland Australia.
CoRR, 2023
CoRR, 2023
A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
2022
A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control.
IEEE Trans. Hum. Mach. Syst., 2022
Proceedings of the Proceedings Fifth Workshop on Models for Formal Analysis of Real Systems, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Remote. Sens., 2021
Connecting virtual reality and ecology: a new tool to run seamless immersive experiments in R.
PeerJ Comput. Sci., 2021
Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach.
J. Big Data, 2021
A Data- and Task- Oriented Design Framework for Bivariate Communication of Uncertainty.
CoRR, 2021
Detection of cybersecurity attacks through analysis of web browsing activities using principal component analysis.
CoRR, 2021
CoRR, 2021
2020
IEEE Trans. Signal Process., 2020
Estimating a novel stochastic model for within-field disease dynamics of banana bunchy top virus via approximate Bayesian computation.
PLoS Comput. Biol., 2020
J. Stat. Softw., 2020
Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data.
J. Big Data, 2020
Monitoring through many eyes: Integrating disparate datasets to improve monitoring of the Great Barrier Reef.
Environ. Model. Softw., 2020
Extending the MaCSim approach using similarity weight matrix to assess the accuracy of record linkage.
CoRR, 2020
MaCSim approach to assess the accuracy of individual matched records with varying block sizes and cut-off values.
CoRR, 2020
Proceedings of the Modeling Decisions for Artificial Intelligence, 2020
2019
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator.
IEEE Trans. Image Process., 2019
Estimating Spatial and Temporal Trends in Environmental Indices Based on Satellite Data: A Two-Step Approach.
Sensors, 2019
A Decision Tree Approach for Spatially Interpolating Missing Land Cover Data and Classifying Satellite Images.
Remote. Sens., 2019
Bayesian mixture models and their Big Data implementations with application to invasive species presence-only data.
J. Big Data, 2019
Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground Separation.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
2018
IEEE Trans. Fuzzy Syst., 2018
UAVs and Machine Learning Revolutionising Invasive Grass and Vegetation Surveys in Remote Arid Lands.
Sensors, 2018
Statistical Machine Learning Methods and Remote Sensing for Sustainable Development Goals: A Review.
Remote. Sens., 2018
Influence of Spatial Aggregation on Prediction Accuracy of Green Vegetation Using Boosted Regression Trees.
Remote. Sens., 2018
Prior and Posterior Linear Pooling for Combining Expert Opinions: Uses and Impact on Bayesian Networks - The Case of the Wayfinding Model.
Entropy, 2018
2017
Environ. Model. Softw., 2017
2016
Unmanned Aerial Vehicles (UAVs) and Artificial Intelligence Revolutionizing Wildlife Monitoring and Conservation.
Sensors, 2016
Ecol. Informatics, 2016
A Bayesian Network-based customer satisfaction model: a tool for management decisions in railway transport.
Decis. Anal., 2016
Commun. Stat. Simul. Comput., 2016
Proceedings of the 21st International Conference on Web3D Technology, 2016
2015
Stat. Comput., 2015
Decis. Support Syst., 2015
An external field prior for the hidden Potts model with application to cone-beam computed tomography.
Comput. Stat. Data Anal., 2015
Proceedings of the Big Data Visual Analytics, 2015
2014
Expert Syst. Appl., 2014
2013
Expert Syst. Appl., 2013
2012
A software tool for elicitation of expert knowledge about species richness or similar counts.
Environ. Model. Softw., 2012
2011
Methods for Identifying SNP Interactions: A Review on Variations of Logic Regression, Random Forest and Bayesian Logistic Regression.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Comput. Stat. Data Anal., 2011
2010
Environ. Model. Softw., 2010
Comput. Stat. Data Anal., 2010
2009
Comput. Stat. Data Anal., 2009
Bayesian hidden Markov model for DNA sequence segmentation: A prior sensitivity analysis.
Comput. Stat. Data Anal., 2009
2008
Generalized Control Charts for Non-Normal Data Using <i>g</i>-and-<i>k</i> Distributions.
Commun. Stat. Simul. Comput., 2008
2007
Bayesian mixture models in a longitudinal setting for analysing sheep CAT scan images.
Comput. Stat. Data Anal., 2007
Bioinform., 2007
2005
Comput. Stat., 2005
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005
2004
Int. J. Math. Math. Sci., 2004
2003
Considering ethnicity in teaching and learning statistics: should I worry about where my students come from?
Adv. Decis. Sci., 2003
Adv. Decis. Sci., 2003
1999
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999