APPLICATION OF NEURAL FUZZY CLASSIFICATION IN DECISION SUPPORT SYSTEMS

The article proposes a classification of fuzzy information about the terrain for solving problems in the fields of agriculture and forestry. This classification allows for a more accurate description and understanding of the characteristics of fuzzy information, which can be useful for decision-making under uncertainty. Special attention is given to the area of forest fire modeling using geographic information systems. A hybrid fuzzy network is proposed for classifying the parameters of the fire source and the environment to select the optimal analytical model.

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Publication Details

Published
2025-04-14
DOI
https://doi.org/10.58168/cismp2024_283-288
Primary Topic
Cognitive Science and Mapping
Type
article
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article

APPLICATION OF NEURAL FUZZY CLASSIFICATION IN DECISION SUPPORT SYSTEMS

N. Gomzov
Cognitive Science and Mapping
article

APPLICATION OF NEURAL FUZZY CLASSIFICATION IN DECISION SUPPORT SYSTEMS

N. Gomzov
article en

Abstract

The article proposes a classification of fuzzy information about the terrain for solving problems in the fields of agriculture and forestry. This classification allows for a more accurate description and understanding of the characteristics of fuzzy information, which can be useful for decision-making under uncertainty. Special attention is given to the area of forest fire modeling using geographic information systems. A hybrid fuzzy network is proposed for classifying the parameters of the fire source and the environment to select the optimal analytical model.

Tambov State Technical University (RU)
Openalex Percentile: Top 97%
Cognitive Science and Mapping
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APPLICATION OF NEURAL FUZZY CLASSIFICATION IN DECISION SUPPORT SYSTEMS — N. Gomzov · (2025) | TGRS Research Map | TGRS