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Fuzzy cognitive maps: approaches to construction and analysis Cover

Figures & Tables

Figure 1:

General representation of FCMs [19]. FCMs, fuzzy cognitive maps.

Figure 2:

Example of fuzzy-oriented graph [19].

Figure 3:

FCM construction using LK IF analysis [19]. FCM, fuzzy cognitive map; LK IF, Liang-Kleeman information flow.

Figure 4:

FCM model for automotive industry research is described by seven neural concepts [19]. FCM, fuzzy cognitive map.

Figure 5:

The process of 20 steps of FCM simulation on the example of the “automotive industry” for 100 randomly generated initial activation vectors [19]. FCM, fuzzy cognitive map.

Figure 6:

Diagram of the proposed PSO b IFS-based FTS forecasting method [19]. IFS, intuitionistic fuzzy set; PSO, particle swarm optimization.

Figure 7:

Aggregated cognitive maps for perceptions of livestock intensification on farms of three types of resource endowment in Palpa (A) and Dadeldhura (B) districts of Nepal [15].

Language: English
Submitted on: Mar 18, 2024
Published on: Mar 15, 2026
Published by: International Journal on Smart Sensing and Intelligent Systems
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Tatyana A. Makarenya, Ali Sajae Mannaa, Alexey I. Kalinichenko, Svetlana V. Petrenko, published by International Journal on Smart Sensing and Intelligent Systems
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.