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Neurocomputing, Volume 232

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Volume 232, April 2017

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Wojciech Froelich, Jose L. Salmeron:
Advances in fuzzy cognitive maps theory. 1-2

Selection of FCM concepts

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  - journals/ijon/HomendaJ17
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Wladyslaw Homenda, Agnieszka Jastrzebska:
Clustering techniques for Fuzzy Cognitive Map design for time series modeling. 3-15
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Elpiniki I. Papageorgiou, Miklós F. Hatwágner, Adrienn Buruzs, László T. Kóczy:
A concept reduction approach for fuzzy cognitive map models in decision making and management. 16-33

Learning FCMs

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Maja Stula, Josip Maras, Sasa Mladenovic:
Continuously self-adjusting fuzzy cognitive map with semi-autonomous concepts. 34-51
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  - journals/ijon/SalmeronRM17
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Jose L. Salmeron, Antonio Ruiz-Celma, Ángel Mena:
Learning FCMs with multi-local and balanced memetic algorithms for forecasting industrial drying processes. 52-57
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Karel Mls, Richard Cimler, Ján Vascák, Michal Puheim:
Interactive evolutionary optimization of fuzzy cognitive maps. 58-68
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Mustafa Jahangoshai Rezaee, Samuel Yousefi, Mahdieh Babaei:
Multi-stage cognitive map for failures assessment of production processes: An extension in structure and algorithm. 69-82

FCMs and Classification

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Wojciech Froelich:
Towards improving the efficiency of the fuzzy cognitive map classifier. 83-93
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Kai Wu, Jing Liu, Yaxiong Chi:
Wavelet fuzzy cognitive maps. 94-103
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Jose L. Salmeron, Samira Abbasgholizadeh Rahimi, Amir Mohammad Navali, Alireza Sadeghpour:
Medical diagnosis of Rheumatoid Arthritis using data driven PSO-FCM with scarce datasets. 104-112

FCMs and Time Series Forecasting

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Elpiniki I. Papageorgiou, Katarzyna Poczeta:
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks. 113-121

The Analysis of FCMs

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M. Furkan Dodurka, Engin Yesil, Leon Urbas:
Causal effect analysis for fuzzy cognitive maps designed with non-singleton fuzzy numbers. 122-132
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Andreas Christoforou, Andreas S. Andreou:
A framework for static and dynamic analysis of multi-layer fuzzy cognitive maps. 133-145

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