Data Visualization & Clustering: Generative Topographic Mapping Similarity Assessment Allied to Graph Theory Clustering

2016 ◽  
pp. 175-210
Author(s):  
Matheus de Souza Escobar ◽  
Hiromasa Kaneko ◽  
Kimito Funatsu
Keyword(s):  
Graph Theory ◽  
Data Visualization ◽  
Topographic Mapping ◽  
Generative Topographic Mapping ◽  
Similarity Assessment

Generative Topographic Mapping (GTM): Universal Tool for Data Visualization, Structure-Activity Modeling and Dataset Comparison

2012 ◽  
Vol 31 (3-4) ◽  
pp. 301-312 ◽  
Author(s):  
N. Kireeva ◽  
I. I. Baskin ◽  
H. A. Gaspar ◽  
D. Horvath ◽  
G. Marcou ◽  
...  
Keyword(s):  
Data Visualization ◽  
Topographic Mapping ◽  
Generative Topographic Mapping ◽  
Structure Activity ◽  
Activity Modeling

Chemical Data Visualization and Analysis with Incremental Generative Topographic Mapping: Big Data Challenge

2014 ◽  
Vol 55 (1) ◽  
pp. 84-94 ◽  
Author(s):  
Héléna A. Gaspar ◽  
Igor I. Baskin ◽  
Gilles Marcou ◽  
Dragos Horvath ◽  
Alexandre Varnek
Keyword(s):  
Big Data ◽  
Data Visualization ◽  
Chemical Data ◽  
Topographic Mapping ◽  
Generative Topographic Mapping

Developments of the generative topographic mapping

1998 ◽  
Vol 21 (1-3) ◽  
pp. 203-224 ◽  
Author(s):  
Christopher M. Bishop ◽  
Markus Svensén ◽  
Christopher K.I. Williams
Keyword(s):  
Topographic Mapping ◽  
Generative Topographic Mapping
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