Fuzzy Cognitive Maps

1. Fuzzy Cognitive Maps: Best Practices and Modern Methods.- 2. Creating an FCM with participants in an interview or workshop setting.- 3. Principles of simulations with FCMs.- 4. Hybrid Simulations.- 5. Analysis of Fuzzy Cognitive Maps.- 6. Extensions of Fuzzy Cognitive Maps.- 7. Creating FCM models from quantitative data with evolutionary algorithms.- 8. Advanced learning algorithm to create FCM models from quantitative data.- 9. Introduction to Fuzzy Cognitive Map-based classification.- 10. Addressing accuracy issues of Fuzzy Cognitive Map-based classifiers.- Index.

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• Aprendizagem mecânica
• Modelação matemática
• As redes neurais e sistemas nebulosos
• A gestão do conhecimento

Fuzzy Cognitive Maps;Participatory Modeling;Interpretable Neural Models;Recurrent Neural Networks;Mental Models;Cognitive Networks;Graphical Model;Multi-Attribute Decision-Making;Granular Computing;Map-Based Reasoning Model