Anya M. Reading

发表

Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information

Matthew J. Cracknell, Anya M. Reading, M. Cracknell, 2014, Comput. Geosci..

Big Data Techniques for Applied Geoscience: Compute and Communicate

Stephen Kuhn, Anya M. Reading, Matthew J. Cracknell, 2016 .

Well-Posed Geoscientific Visualization Through Interactive Color Mapping

Anya M. Reading, Peter E. Morse, Tobias Stål, 2019, Front. Earth Sci..

Data Driven Knowledge Discovery for Earth Sciences: Aims and Actions

Stephen Kuhn, Anya M. Reading, Matthew J. Cracknell, 2016 .

A grid for multidimensional and multivariate spatial representation and data processing

Anya M. Reading, Tobias Stål, 2020 .

Animated analysis of geoscientific datasets: An interactive graphical application

Christopher Peter Lueg, Anya M. Reading, Peter Morse, 2017, Comput. Geosci..

The upside of uncertainty: Identification of lithology contact zones from airborne geophysics and satellite data using random forests and support vector machines

Matthew J. Cracknell, Anya M. Reading, M. Cracknell, 2013 .

Why a broader range of mathematical strategies is needed to better enable discovery

Matthew J. Cracknell, Malcolm Sambridge, Anya M. Reading, 2011 .

Machine Learning for Lithology Classification and Uncertainty Mapping

Matthew J. Cracknell, Anya M. Reading, 2012 .

A speedy update on machine learning applied to bedrock mapping using geochemistry or geophysics: examples from the Pacific Rim (and nearby)

Michael F. Gazley, Anya M. Reading, Matthew J. Cracknell, 2019 .

'Tagger' - a Mac OS X Interactive Graphical Application for Data Inference and Analysis of N-Dimensional Datasets in the Natural Physical Sciences.

Christopher Lueg, Anya M. Reading, Peter Morse, 2014 .

Innovative data inference

Anya M. Reading, Malcolm Sambridge, Matthew J. Cracknell, 2011 .

Spatial-Contextual Supervised Classifiers Explored: A Challenging Example of Lithostratigraphy Classification

Anya M. Reading, Matthew J. Cracknell, M. Cracknell, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The Utility of Machine Learning in Identification of Key Geophysical and Geochemical Datasets: A Case Study in Lithological Mapping in the Central African Copper Belt

Stephen Kuhn, Anya M. Reading, Matthew J. Cracknell, 2018 .

Geophysical Inversion, Inference, and Imaging in the Age of Machine Learning III Posters

Lion Krischer, Andrew P. Valentine, Malcolm Sambridge, 2019 .

TaggerVR: Interactive Data Analytics for Geoscience - A Novel Interface for Interactive Visual Analytics of Large Geoscientific Datasets in Cloud Repositories

Christopher Peter Lueg, Sarah Kenderdine, Anya M. Reading, 2015, 2015 Big Data Visual Analytics (BDVA).