Image of Modeling and Simulating Complex Business Perceptions

Electronic Resource

Modeling and Simulating Complex Business Perceptions

Penilaian

0,0

dari 5
Penilaian anda saat ini :  

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.

Availability
Inventory Code Barcode Call Number Location Status
2108000466EB0005215658.05 Dik mCentral Library (OPAC)Available
Detail Information
Series Title
Fuzzy Management Methods
Call Number
658.05 Dik m
Publisher
Switzerland : Springer Cham.,
Collation
xxv, 154p.:ill
Language
English
ISBN/ISSN
978-3-030-81496-0
Classification
658.05
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
IT in Business
Specific Detail Info
-
Statement of Responsibility
Other version/related

No other version available

File Attachment
Comments
You must be logged in to post a comment