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Fuzzy Cognitive Maps for Applied Sciences and Engineering From Fundamentals to Extensions and Learning Algorithms /

Fuzzy Cognitive Maps (FCM) constitute cognitive models in the form of fuzzy directed graphs consisting of two basic elements: the nodes, which basically correspond to “concepts” bearing different states of activation depending on the knowledge they represent, and the “edges” denoting the causal effe...

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Corporate Author: SpringerLink (Online service)
Other Authors: Papageorgiou, Elpiniki I. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Intelligent Systems Reference Library, 54
Subjects:
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Online Access:https://doi.org/10.1007/978-3-642-39739-4
Table of Contents:
  • Methods and Algorithms for Fuzzy Cognitive Map-based Modeling
  • Fuzzy Cognitive Maps as representations of mental models and group beliefs
  • FCM Relationship Modeling for Engineering Systems
  • Using RuleML for Representing and Prolog for Simulating Fuzzy Cognitive Maps
  • Fuzzy Web Knowledge Aggregation, Representation, and Reasoning for Online Privacy and Reputation Management
  • Decision Making by Rule-Based Fuzzy Cognitive Maps: An Approach to Implement Student-Centered Education
  • Extended Evolutionary Learning of Fuzzy Cognitive Maps for the Prediction of Multivariate Time-Series
  • Synthesis and Analysis of Multi-Step Algorithms of Fuzzy Cognitive Maps Learning
  • Designing and Training Relational Fuzzy Cognitive Maps
  • Cooperative Autonomous Agents Based On Dynamical Fuzzy Cognitive Maps
  • FCM-GUI: A graphical user interface for Big Bang-Big
  • Crunch Learning for FCM and Evaluation
  • JFCM - A Java library for Fuzzy Cognitive Maps
  • Use and evaluation of FCM as a tool for long term socio ecological research
  • Application of Fuzzy Grey Cognitive Maps for process problems in industry Papageorgiou
  • Use and Perspectives of Fuzzy Cognitive Maps in Robotics
  • Fuzzy Cognitive Maps for Structural Damage Detection
  • Fuzzy cognitive strategic maps for business management
  • The Complex Nature of Migration at a Conceptual Level
  • Overlook to the Internal Migration Experience in Gebze through Fuzzy Cognitive Mapping Method
  • Understanding Public Participation and Combining Perceptions of Stakeholders’ for a Better Management in Danube Delta Biosphere Reserve
  • Employing Fuzzy Cognitive Map for Periodontal Disease Assessment.

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