Modeling and Simulating Complex Business Perceptions

Name: Modeling and Simulating Complex Business Perceptions
Brand: Springer Nature Switzerland AG
SKU: 9783030814953
Price: 717.41 RON
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Using Graphical Models and Fuzzy Cognitive Maps

Autor: Zoumpolia Dikopoulou

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Editura: Springer Nature Switzerland AG

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Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabili...

Informații despre carte

Autor

Zoumpolia Dikopoulou

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

214

EAN

9783030814953

ISBN

3030814955

Enbook ID

37629252

Editura

Springer Nature Switzerland AG

Greutate

430

Dimensiuni

160 x 241 x 15

Descriere completă

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.

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Modeling and Simulating Complex Business Perceptions

Using Graphical Models and Fuzzy Cognitive Maps

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Descriere completă

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