A review on methods and software for fuzzy cognitive maps

G Felix, G Nápoles, R Falcon, W Froelich… - Artificial intelligence …, 2019 - Springer
Fuzzy cognitive maps (FCMs) keep growing in popularity within the scientific community.
However, despite substantial advances in the theory and applications of FCMs, there is a …

A review of fuzzy cognitive maps in medicine: Taxonomy, methods, and applications

A Amirkhani, EI Papageorgiou, A Mohseni… - Computer methods and …, 2017 - Elsevier
Background and Objective A high percentage of medical errors, committed because of
physician's lack of experience, huge volume of data to be analyzed, and inaccessibility to …

Evolving deep convolutional neural networks by extreme learning machine and fuzzy slime mould optimizer for real-time sonar image recognition

G Yutong, M Khishe, M Mohammadi, S Rashidi… - International Journal of …, 2022 - Springer
Due to the shortcomings of conventional machine hearing methods in tackling data with high-
dimension search space, such as the need for initial configuration and feature extraction …

Fuzzy cognitive map applications in Medicine over the last two decades: a review study

ID Apostolopoulos, NI Papandrianos… - Bioengineering, 2024 - mdpi.com
Fuzzy Cognitive Maps (FCMs) have become an invaluable tool for healthcare providers
because they can capture intricate associations among variables and generate precise …

An integrated breast cancer risk assessment and management model based on fuzzy cognitive maps

J Subramanian, A Karmegam, E Papageorgiou… - Computer methods and …, 2015 - Elsevier
Background There is a growing demand for women to be classified into different risk groups
of developing breast cancer (BC). The focus of the reported work is on the development of …

A risk management model for familial breast cancer: A new application using Fuzzy Cognitive Map method

EI Papageorgiou, J Subramanian, A Karmegam… - Computer methods and …, 2015 - Elsevier
Breast cancer is the most deadly disease affecting women and thus it is natural for women
aged 40–49 years (who have a family history of breast cancer or other related cancers) to …

A new fuzzy cognitive maps classifier based on capsule network

T Yu, Q Gan, G Feng, G Han - Knowledge-Based Systems, 2022 - Elsevier
In recent years, classification based on fuzzy cognitive maps (FCM) has received extensive
attention, has been applied in many engineering problems, and has proven to work well …

Fuzzy cognitive map based approach for determining the risk of ischemic stroke

M Khodadadi, H Shayanfar, K Maghooli… - IET systems …, 2019 - Wiley Online Library
Stroke is the third major cause of mortality in the world. The diagnosis of stroke is a very
complex issue considering controllable and uncontrollable factors. These factors include …

A novel hybrid method based on fuzzy cognitive maps and fuzzy clustering algorithms for grading celiac disease

A Amirkhani, MR Mosavi, K Mohammadi… - Neural Computing and …, 2018 - Springer
This paper presents a new method based on fuzzy cognitive map (FCM) and possibilistic
fuzzy c-means (PFCM) clustering algorithm for categorizing celiac disease (CD). CD is a …

Visual-based quadrotor control by means of fuzzy cognitive maps

A Amirkhani, M Shirzadeh, EI Papageorgiou… - ISA transactions, 2016 - Elsevier
By applying an image-based visual servoing (IBVS) method, the intelligent image-based
controlling of a quadrotor type unmanned aerial vehicle (UAV) tracking a moving target is …