SOM-RPM for the accurate visualization of high-dimensional hyperspectral data.

Wil Gardner,Ruqaya Maliki,Suzanne M. Cutts,Benjamin W. Muir,Davide Ballabio,David A. Winkler,Paul J. Pigram

SOM-RPM for the accurate visualization of high-dimensional hyperspectral data.

2020

Wil Gardner
Ruqaya Maliki
Suzanne M. Cutts
Benjamin W. Muir
Davide Ballabio
David A. Winkler
Paul J. Pigram

We present an optimization of the toroidal self-organizing map (SOM) algorithm for the accurate visualization of hyperspectral data. This represents a significant advance from our previous work, in...

Keywords:

Chemistry
Visualization
Pattern recognition
Analytical chemistry
Hyperspectral imaging
high dimensional
Artificial intelligence

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