{"product_id":"9781461411468","title":"Predictive Clustering","description":"\u003ch1\u003ePredictive Clustering\u003c\/h1\u003e \u003ch2\u003eBlockeel, Hendrik; Džeroski, Sašo; Struyf, Jan; Zenko, Bernard\u003c\/h2\u003e \u003cp\u003eThis book introduces a novel paradigm for machine learning and data mining called predictive clustering, which covers a broad variety of learning tasks and offers a fresh perspective on existing techniques.\n\nThe book presents an informal introduction to predictive clustering, describing learning tasks and settings, and then continues with a formal description of the paradigm, explaining algorithms for learning predictive clustering trees and predictive clustering rules, as well as presenting the applicability of these learning techniques to a broad range of tasks. Variants of decision tree learning algorithms are also introduced.  Finally, the book offers several significant applications in ecology and bio-informatics.\n\nThe book is written in a straightforward and easy-to-understand manner, aimed at varied readership, ranging from researchers with an interest in machine learning techniques to practitioners of data mining technology in the areas of ecology and bioinformatics.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-04-25\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003e ISBN-10: 9781461411468\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461411468\u003c\/p\u003e \u003cp\u003eDOI: \u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 240\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44375031447692,"sku":"9781461411468","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/lateknightbooks.com\/products\/9781461411468","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}