{"product_id":"machine-learning-and-clustering-for-alma-yunuen-raya-tapia-9783032038753","title":"Machine Learning and Clustering for a Sustainable Future: Applications in Engineering and Environmental Science","description":"\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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alma Yunuen Raya-Tapia,Francisco Javier López-Flores,César Ramírez-Márquez\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3032038758\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783032038753\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/01\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 351\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.53lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.88d","brand":"Alma Yunuen Raya-Tapia","offers":[{"title":"Hardcover","offer_id":48437513257215,"sku":"9783032038753","price":199.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_cfa67ff9-e575-415c-aedf-56829810ec79.jpg?v=1777162326","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-clustering-for-alma-yunuen-raya-tapia-9783032038753","provider":"WR Book House","version":"1.0","type":"link"}