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

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

scholarly journals Parallel Generative Topographic Mapping: An Efficient Approach for Big Data Handling

2020 ◽  
Vol 39 (12) ◽  
pp. 2000009
Author(s):  
Arkadii Lin ◽  
Igor I. Baskin ◽  
Gilles Marcou ◽  
Dragos Horvath ◽  
Bernd Beck ◽  
...  
Keyword(s):  
Big Data ◽  
Topographic Mapping ◽  
Data Handling ◽  
Generative Topographic Mapping ◽  
Efficient Approach
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