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Xin Tan's Projects

fcm_classifier_transformer icon fcm_classifier_transformer

This repository contains source code to the article: Piotr Szwed: Classification and feature transformation with Fuzzy Cognitive Maps, Applied Soft Computing, Elsevier 2021

fcm_fnn icon fcm_fnn

Implementation of Fuzzy Cognitive Maps Based on Fuzzy Neural Network

fcm_rcodes icon fcm_rcodes

Estimates the inference of a Fuzzy Cognitive Map (FCM). Provides a selection of 6 different inference rules and 4 threshold functions in order to obtain the inference of the FCM.

fcm_simplerexample icon fcm_simplerexample

R code for aggregating fuzzy cognitive maps, both by identity diversity and cognitive diversity, as well as determining network structure measures and calculating micro-motif counts.

fcmpy icon fcmpy

Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation

fuzzy-cognitive-maps icon fuzzy-cognitive-maps

Running simulations of Fuzzy Cognitive Maps (FCMs) with Hebbian Learning and parallel processing.

gridfcm_needjava icon gridfcm_needjava

R package for applying Fuzzy Cognitive Maps to Personal Construct Psychology.

implicit_bias_fcms icon implicit_bias_fcms

This repository includes the experimental process related to paper "Modeling Implicit Bias with Fuzzy Cognitive Maps" by Napoles et al.

pyfcm icon pyfcm

Fuzzy cognitive maps python library

pyfcm_example icon pyfcm_example

This is a set of Python scripts written for Researchers to run more robust analysis with Fuzzy Cognitive Maps

simpledynamicfcm_matlab icon simpledynamicfcm_matlab

FCM is a simple program to calculate the value of the concepts of a cognitive map. It follows the traditional literature and authors like Kosko and Carlsson. Basically, it is a Hopfield neural network, although in the incidence matrix connections between the same node can appear. Furthermore, we employed a dynamic update of the weights based on Heb

wavelet-hfcm_papercode icon wavelet-hfcm_papercode

This repository is the source code for Wavelet-HFCM of the paper 'Time Series Forecasting based on High-Order Fuzzy Cognitive Maps and Wavelet Transform'

z-number_fcm_matlabpaper icon z-number_fcm_matlabpaper

This is the official repository for the the Re-evaluation of the healthcare service quality criteria for the Covid-19 pandemic: Z-number fuzzy cognitive map.

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