Dimensionality reduction for visualizing industrial chemical process data

Author:

Joswiak Mark,Peng You,Castillo Ivan,Chiang Leo H.

Publisher

Elsevier BV

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference62 articles.

1. Process monitoring and modeling using the self-organizing map;Alhoniemi;Integrated Computer-Aided Engineering,1999

2. Dimensionality reduction for visualizing single-cell data using UMAP;Becht;Nature Biotechnology,2019

3. Laplacian eigenmaps and spectral techniques for embedding and clustering;Belkin,2002

4. Feature selection using joint mutual information maximisation;Bennasar;Expert Systems with Applications,2015

5. Quality metrics in high-dimensionality data visualization: An overview and systematization;Bertini;IEEE Transactions on Visualization and Computer Graphics,2011

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