Modeling and Simulating Complex Business Perceptions

Name: Modeling and Simulating Complex Business Perceptions
Brand: Springer Nature Switzerland AG
SKU: 9783030814953
Price: 136.95 EUR
Availability: InStock

Using Graphical Models and Fuzzy Cognitive Maps

Автор: Zoumpolia Dikopoulou

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

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136.95 € 267.85 лв

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

Информация за книгата

Автор

Zoumpolia Dikopoulou

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

214

EAN

9783030814953

ISBN

3030814955

Enbook ID

37629252

Издател

Springer Nature Switzerland AG

Теглоt

430

Размери

160 x 241 x 15

Пълно описание

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

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също