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Title:
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COGNITIVE VISUALIZATION IN A HYBRID INTELLIGENT RISK CONTROLLING SYSTEM |
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Author(s):
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Maria Skvortsova, Valery Terekhov, Valery Chernenky and Ivan Chernenky |
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ISBN:
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978-989-8533-95-1 |
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Editors:
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Hans Weghorn |
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Year:
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2019 |
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Edition:
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Single |
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Keywords:
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Cognitive Visualization, Anamorphosis, Meta-Anamorphosis Method, Neural Network, Genetic Programming |
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Type:
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Short Paper |
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First Page:
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234 |
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Last Page:
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238 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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Currently developed hybrid intelligent systems that use a combination of traditional data processing methods and intelligent
methods are able to analyze and assess the existing risks in all areas of human activity. This article shows the positive effect
of cognitive computer visualization as a means of activating the mechanisms of visual-figurative thinking of the person
making a decision in the tasks of controlling the integral indicator of risks. The essence of the anamorphic method is shown,
which is the transition from one visual image built on the basis of Euclidean metrics to another visual image based on the
quantitative metric of the selected risk. The mathematical formulation of the dynamic meta-anamorphine method is
disassembled. The advantages of the constructed meta-anamorphosis in the risk controlling HIS are given. The problem of
calculating the integral risk index, which combines the risks of different spheres of activity and visualizations built on this
basis, is analyzed. Conclusions are made regarding the construction of a hybrid model based on the hierarchy analysis
method and the dynamic meta-anamorphosis method. The directions of further research are determined. |
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