Modeling and Simulating Complex Business Perceptions
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Using Graphical Models and Fuzzy Cognitive Maps Author(s): Zoumpolia Dikopoulou Format: Paperback Publisher: Springer Nature Switzerland AG, Switzerland Imprint: Springer Nature Switzerland AG ISBN-13: 9783030814984, 978-3030814984

Synopsis

Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabilities in modeling and decision making for complex [url] 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 [url] 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.

• Condition: Neu
• Book Title: Modeling and Simulating Complex Business Perceptions
• Format: Paperback
• Language: English
• Author: Zoumpolia Dikopoulou
• ISBN: 9783030814984

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