Fuzzy Rule and ML-Based Hybrid Framework for Diabetes Detection

Author:   Anindya Mandal
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786208439002


Pages:   152
Publication Date:   29 September 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Fuzzy Rule and ML-Based Hybrid Framework for Diabetes Detection


Overview

This book introduces a hybrid decision-support system that integrates machine learning, fuzzy inference, and rule-based logic to improve the early detection of diabetes. Using clinical parameters such as glucose, BMI, blood pressure, insulin, and age, the model combines statistical learning with expert knowledge to deliver accurate, interpretable, and reliable predictions. Designed for healthcare professionals, researchers, and students, it demonstrates how intelligent systems can bridge the gap between data-driven analytics and real-world clinical decision-making.

Full Product Details

Author:   Anindya Mandal
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.90cm , Length: 22.90cm
Weight:   0.213kg
ISBN:  

9786208439002


ISBN 10:   6208439000
Pages:   152
Publication Date:   29 September 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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