Téléchargez le livre : Modeling and Simulating Complex Business Perceptions

Modeling and Simulating Complex Business Perceptions

Using Graphical Models and Fuzzy Cognitive Maps de

Éditeur :

Springer


Collection :

Fuzzy Management Methods

Paru le : 2021-11-06

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Description
Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabilities in modeling and decision making for complex problems.
This book presents a novel algorithm called glassoFCM to enable automatic learning of FCM models from data. Specifically, glassoFCM is a combination of two methods, glasso (a technique originated from machine learning) for data modeling and FCM simulation for decision making. The book outlines that glassoFCM elaborates simple, accurate, and more stable models that are easy to interpret and offer meaningful decisions. The research results presented are based on an investigation related to a real-world business intelligence problem to evaluate characteristics that influence employee work readiness.
Finally, this book provides readers with a step-by-step guide of the 'fcm' package to execute and visualize their policies and decisions through the FCM simulation process.
Pages
154 pages
Collection
Fuzzy Management Methods
Parution
2021-11-06
Marque
Springer
EAN papier
9783030814953
EAN PDF
9783030814960
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
15
Taille du fichier
9052 Ko
Prix
126,59 €
EAN EPUB
9783030814960
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
15
Taille du fichier
34683 Ko
Prix
126,59 €

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