Alternatives for Neighborhood Function in Kohonen Maps

2020 ◽  
pp. 540-544
Author(s):  
Iliyan Zankinski ◽  
Kolyu Kolev ◽  
Todor Balabanov
Keyword(s):  
Kohonen Maps ◽  
Neighborhood Function

scholarly journals Risk and return for cryptocurrencies as alternative investment: Kohonen maps clustering

2019 ◽  
pp. 175-193
Author(s):  
Andrii Kaminskyi ◽  
Ihor Miroshnychenko ◽  
Kostiantyn Pysanets
Keyword(s):  
Risk And Return ◽  
Kohonen Maps ◽  
Alternative Investment

Color and Texture Feature Based Scene Classification

2020 ◽  
Vol 17 (11) ◽  
pp. 4897-4901
Author(s):  
V. Gayathri ◽  
Eric Clapten ◽  
S. Mahalakshmi ◽  
S. Rajes Kannan
Keyword(s):  
Land Use ◽  
Feature Extraction ◽  
Texture Feature ◽  
Rotation Invariance ◽  
Scene Classification ◽  
Work Of Art ◽  
Image Brightness ◽  
Spatial Features ◽  
Neighborhood Function ◽  
Feature Based

Right now, overall trademark based multiscale multiresolution multistructure (M3LBP) neighborhood parallel example and nearby characteristic based totally min blend feature extraction is proposed for scene category. To extract international functions, characterize the leading spatial features in a couple of scale, a couple of choice, more than one structure way. The micro/macro shape facts and rotation invariance are guaranteed inside the worldwide function extraction approach. Neighborhood function extraction, coloration histogram characteristic (CHF) can thoroughly explain the spatial coloration statistics of an image. It also describes the image brightness, color statistics of a photo, which encompass the picture coloration distribution, photo assessment. The CHF can be computed from the min max shade quantizes. Ultimately Fused feature instance amongst nearby and international capabilities because the scene descriptor to prepare a portion based absolutely extreme finding a workable pace for scene style is outfitted. The proposed strategy is radically assessed on benchmark scene datasets (the 21 magnificence land use scene), and the trial results show that the proposed procedure prompts predominant kind standard execution as contrasted and the realm of-work of art style systems.

Selecting Reliable Kohonen Maps for Data Analysis

1992 ◽  
pp. 1583-1586 ◽  
Author(s):  
A. Varfis ◽  
C. Versino
Keyword(s):  
Data Analysis ◽  
Kohonen Maps
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