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Books > Computing & IT > Applications of computing > Databases > Data mining
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Modeling and Simulating Complex Business Perceptions - Using Graphical Models and Fuzzy Cognitive Maps (Hardcover, 1st ed. 2021)
Loot Price: R3,716
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Modeling and Simulating Complex Business Perceptions - Using Graphical Models and Fuzzy Cognitive Maps (Hardcover, 1st ed. 2021)
Series: Fuzzy Management Methods
Expected to ship within 10 - 15 working days
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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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