{"product_id":"application-of-explainable-artificial-intelligence-in-sustainable-construction-materials-9798901767160","title":"Application of Explainable Artificial Intelligence in Sustainable Construction Materials","description":"\u003cp\u003e • Author(s): Dr Saad Shamim Ansari | Dr Syed Muhammad Ibrahim | Prof Syed Danish Hasan\u003cbr\u003e • Publisher: Notion Press\u003cbr\u003e • Publisher Imprint: Notion Press\u003cbr\u003e • BISAC: Construction - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eApplication 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.\u003c\/p\u003e\u003cp\u003ePerfect for engineers, researchers, and policymakers, it turns complex predictions into practical solutions for a sustainable future.\u003c\/p\u003e","brand":"Notion Press","offers":[{"title":"Hardcover","offer_id":47574981116055,"sku":"9798901767160","price":5920.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798901767160.webp?v=1774896856","url":"https:\/\/atlanticbooks.com\/products\/application-of-explainable-artificial-intelligence-in-sustainable-construction-materials-9798901767160","provider":"Atlantic Books","version":"1.0","type":"link"}