{"product_id":"clustering-dan-a-simovici-9789811241192","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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Dan A. Simovici\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9811241198\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789811241192\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e World Scientific Publishing Company\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/12\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 884\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 1.81d","brand":"Dan A. Simovici","offers":[{"title":"Hardcover","offer_id":43945011675391,"sku":"9789811241192","price":219.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_67b279fd-13ea-42f2-8b5f-3bdbccc6beb3.jpg?v=1681506265","url":"https:\/\/www.whiterainbookhouse.com\/products\/clustering-dan-a-simovici-9789811241192","provider":"WR Book House","version":"1.0","type":"link"}