{"product_id":"clustering-theoretical-and-practical-aspects-9789811241192","title":"Clustering: Theoretical and Practical Aspects","description":"\u003cp\u003e • Author(s): Dan A. Simovici\u003cbr\u003e • Publisher: World Scientific Publishing Company\u003cbr\u003e • Publisher Imprint: World Scientific Publishing Company\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46450769133719,"sku":"9789811241192","price":22588.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789811241192.webp?v=1769151058","url":"https:\/\/atlanticbooks.com\/products\/clustering-theoretical-and-practical-aspects-9789811241192","provider":"Atlantic Books","version":"1.0","type":"link"}