Two-stage learning based fuzzy cognitive maps reduction approach

MF Hatwágner, E Yesil, MF Dodurka… - … on Fuzzy Systems, 2018 - ieeexplore.ieee.org
In this study, a new two-stage learning based reduction approach for fuzzy cognitive maps
(FCM) is introduced in order to reduce the number of concepts. FCM is a graphical modeling …

Parameterization and concept optimization of FCM models

MF Hatwágner, LT Kóczy - 2015 IEEE International Conference …, 2015 - ieeexplore.ieee.org
Fuzzy Cognitive Maps (FCM) are widely used to model and analyze the behavior of complex
multicomponent systems. The application of FCM might be non-trivial in some specific …

SWM-PnR: ontology-based context-driven knowledge representation for IoT-enabled waste management

I Sosunova, A Zaslavsky, T Anagnostopoulos… - Internet of Things, Smart …, 2017 - Springer
Using knowledge-based and semantic technologies in IoT is a very active research and
promising area. This paper proposes a method of ontology-based context-driven knowledge …

A new state reduction approach for fuzzy cognitive map with case studies for waste management systems

MF Hatwágner, A Buruzs, P Földesi… - … Intelligence in Information …, 2015 - Springer
The authors have investigated the sustainability of Integrated Waste Management Systems
(IWMS). These systems were modeled by Fuzzy Cognitive Maps (FCM), which are known as …

An integrated model of system dynamics and fuzzy cognitive mapping approach for waste management in Turkey

A Konyalioglu, İ Zafeirakopoulos - GLOBAL NEST JOURNAL, 2019 - avesis.gsu.edu.tr
Waste management is one of the most crucial topics of the sustainability concept. In Turkey,
waste management of the small household appliances under waste of electrical and …

Using Fuzzy Cognitive Maps approach to identify integrated waste management system characteristics

A Buruzs, LT Kóczy… - 2014 5th IEEE Conference …, 2014 - ieeexplore.ieee.org
This paper outline how Fuzzy Cognitive Maps (FCM) can be applied as a tool in integrated
waste management systems. FCM is a soft systems methodology for exploiting and …

Model Reduction Methods

MF Hatwagner - Fuzzy Cognitive Maps: A Tool for the Modeling and …, 2023 - Springer
Abstract Fuzzy Cognitive Maps are very useful tools primarily in decision making and
management tasks. They represent the main factors, variables of a complex system and the …

[PDF][PDF] An integrated model of system dynamics and fuzzy cognitive mapping approach for waste management in Turkey

K AK, İ Bereketli Zafeirakopoulos - 2019 - researchgate.net
Waste management is one of the most crucial topics of the sustainability concept. In Turkey,
waste management of the small household appliances under waste of electrical and …

[PDF][PDF] Model Reduction Method Supported by Fuzzy Cognitive Map to Promote Circular Economy

A Buruzs, MF Hatwágner, LT Kóczy - ESCIM 2016, 2016 - escim2017.uca.es
The aim of the present paper is to develop an integrated method that may provide
assistance to decision makers during system planning, design, operation and evaluation. In …