Modeling and Simulating Complex Business Perceptions : Using Graphical Models and Fuzzy Cognitive Maps
2021 ed.
Book Details
Format
Paperback / Softback
Book Series
Fuzzy Management Methods
ISBN-10
303081498X
ISBN-13
9783030814984
Edition
2021 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 7th, 2022
Print length
154 Pages
Ksh 19,800.00
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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.
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.
Get Modeling and Simulating Complex Business Perceptions by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.
