Probabilistic Nonlinear Soft Sensor Modeling Based on Generative Topographic Mapping Regression
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DOI: 10.1109/access.2018.2798664
Abstract: Projection regression is an important tool for process soft sensing in order to eliminate redundant information and obtain proper data features. As most industrial process is intrinsically nonlinear and process variables are collected in random… read more here.
Keywords: regression; topographic mapping; generative topographic; output ... See more keywords
Generative Topographic Mapping of the Docking Conformational Space
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DOI: 10.3390/molecules24122269
Abstract: Following previous efforts to render the Conformational Space (CS) of flexible compounds by Generative Topographic Mapping (GTM), this polyvalent mapping technique is here adapted to the docking problem. Contact fingerprints (CF) characterize ligands from the… read more here.
Keywords: space; docking conformational; topographic mapping; mapping docking ... See more keywords