Dimensionality reduction for visualizing industrial chemical process data
Sign Up to like & getrecommendations! Published in 2019 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2019.104189
Abstract: Abstract This paper explores dimensionality reduction (DR) approaches for visualizing high dimensional data in chemical processes. Visualization provides powerful insight and process understanding in the industrial context, and accelerates process troubleshooting. A diverse array of… read more here.
Keywords: reduction; reduction visualizing; process; dimensionality reduction ... See more keywords
Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computation"
DOI: 10.1162/neco_a_01203
Abstract: With the development of neural recording technology, it has become possible to collect activities from hundreds or even thousands of neurons simultaneously. Visualization of neural population dynamics can help neuroscientists analyze large-scale neural activities efficiently.… read more here.
Keywords: reduction visualizing; neural dynamics; laplacian eigenmaps; visualizing neural ... See more keywords