{"product_id":"9783032038753","title":"Studies in Computational Intelligence: Applications in Engineering and Environmental Science","description":"\u003ch1\u003eStudies in Computational Intelligence: Applications in Engineering and Environmental Science\u003c\/h1\u003e \u003ch2\u003eRaya-Tapia, Alma Yunuen; López-Flores, Francisco Javier; Ramírez-Márquez, César; Ponce-Ortega, José María\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book explores cutting-edge machine learning and clustering techniques to tackle critical challenges in engineering, environmental science, and sustainability. The book provides an in-depth examination of clustering methodologies, covering unsupervised and supervised techniques, data preprocessing, distance metrics, and cluster validation methods such as the elbow and silhouette techniques.\u003c\/p\u003e\n\n\u003cp\u003eReaders will find practical insights into applying these methods to real-world problems, including clustering greenhouse gas emissions, optimizing energy systems, and analyzing the energy-food nexus in the context of global crises. By integrating theoretical foundations with hands-on applications, this book serves as a valuable resource for researchers, engineers, and professionals seeking data-driven solutions for sustainability challenges.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-09-01\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783032038753\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-032-03876-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 351\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":44343322345612,"sku":"9783032038753","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783032038753.jpg?v=1772025200","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783032038753","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}