Application of Explainable Artificial Intelligence in Sustainable Construction Materials - Hardcover

Dr Saad Shamim Ansari; Dr Syed Muhammad Ibrahim; Prof Syed Danish Hasan

 
9798901767160: Application of Explainable Artificial Intelligence in Sustainable Construction Materials
Hardcover
ISBN 13: 9798901767160
Verlag: Notion Press, 2025

Inhaltsangabe

Application of Explainable Artificial Intelligence in Sustainable Construction Materials unveils the cutting-edge integration of machine learning and XAI to revolutionize civil engineering. From predictive modelling of properties in sustainable construction materials to interpreting results using multi-layered, model-agnostic Shapley Additive Explanations (SHAP) techniques, such as summary plots and force plots (primary layer of explainability), and ICE-PDP curves (secondary layer of explainability). This book equips readers with the tools to optimise eco-friendly materials while reducing environmental impact.

Perfect for engineers, researchers, and policymakers, it turns complex predictions into practical solutions for a sustainable future.

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Verlag
Notion Press
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 13 
9798901767160
Einband
Gebundene Ausgabe
Anzahl der Seiten
264
Kontakt zum Hersteller
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Verantwortliche Person
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