{"product_id":"foundations-and-methods-in-combinatorial-and-statistical-data-analysis-and-clustering-9781447167914","title":"Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering","description":"\u003cp\u003e • Author(s): Israël César Lerman\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field. \u003c\/p\u003e\u003cp\u003eWith extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical\u003ci\u003e. \u003c\/i\u003e\u003c\/p\u003e\u003cp\u003eUsing relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eClustering a set of descriptive attributes\u003c\/li\u003e Clustering a set of objects or a set of object categories \u003cli\u003eEstablishing correspondence between these two dual clusterings \u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eTools for interpreting the reasons of a given cluster or clustering are also included.\u003c\/p\u003e\u003cp\u003e \u003ci\u003eFoundations and Methods in Combinatorial and Statistical Data Analysis and Clustering\u003c\/i\u003e will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45276234055831,"sku":"9781447167914","price":11017.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781447167914.webp?v=1769285080","url":"https:\/\/atlanticbooks.com\/products\/foundations-and-methods-in-combinatorial-and-statistical-data-analysis-and-clustering-9781447167914","provider":"Atlantic Books","version":"1.0","type":"link"}