Modeling and Simulating Complex Business Perceptions

Name: Modeling and Simulating Complex Business Perceptions
Brand: Springer Nature Switzerland AG
SKU: 9783030814953
Price: 129.97 EUR
Availability: InStock

Using Graphical Models and Fuzzy Cognitive Maps

Autor: Zoumpolia Dikopoulou

Jazyk:

Väzba: Pevná

Vydavateľ: Springer Nature Switzerland AG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

129.97 €

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

Informácie o knihe

Autor

Zoumpolia Dikopoulou

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2021

Stránok

214

EAN

9783030814953

ISBN

3030814955

Enbook ID

37629252

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

430

Rozmery

160 x 241 x 15

Kompletný popis

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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Kompletný popis

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