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Viac informácií o knihe Modeling and Simulating Complex Business Perceptions

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• Anotácia kniha
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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Economics, finance, business & management Business & management Business mathematics & systems

• Celý názov: Modeling and Simulating Complex Business Perceptions
• Podnázov: Using Graphical Models and Fuzzy Cognitive Maps
• Autor: Zoumpolia Dikopoulou
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 154
• EAN: 9783030814984
• ID: 41908160
• Nakladateľ: Springer, Berlin
• Hmotnosť: 283 g
• Rozmery: 235 × 155 × 11 mm
• Rok vydania: 2022

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