{"product_id":"clustering-theoretical-and-practical-aspects","title":"Clustering: Theoretical And Practical Aspects","description":"This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary presentation of classical and contemporary algorithms ranging from partitional and hierarchical clustering up to density-based clustering, clustering of categorical data, and spectral clustering.Most of the mathematical background is provided in appendices, highlighting algebraic and complexity theory, in order to make this volume as self-contained as possible. A substantial number of exercises and supplements makes this a useful reference textbook for researchers and students.","brand":"World Scientific Publishing Co Pte Ltd","offers":[{"title":"Default Title","offer_id":54256973152600,"sku":"9789811241192","price":248.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9789811241192.jpg?v=1777577424","url":"https:\/\/agendabookshop.com\/products\/clustering-theoretical-and-practical-aspects","provider":"Agenda Bookshop","version":"1.0","type":"link"}