{"product_id":"foundations-and-methods-in-combinatorial-and-statistical-data-analysis-and-clustering-von-israel-cesar-lerman","title":"Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering","description":"\n                                \n                \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\n                                \n                \n                \u003cp\u003e\n                                        With 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\n                    \n                    \u003ci\u003e. \u003c\/i\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \n                \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\n                                \n                \n                \u003cul\u003e\n                                        \n                    \u003cli\u003eClustering a set of descriptive attributes\u003c\/li\u003e\n                                        \n                    \u003cli\u003eClustering a set of objects or a set of object categories \u003c\/li\u003e\n                                        \n                    \u003cli\u003eEstablishing correspondence between these two dual clusterings \u003c\/li\u003e\n                                    \n                \u003c\/ul\u003e\n                                 \n                \n                \u003cp\u003eTools for interpreting the reasons of a given cluster or clustering are also included.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eFoundations and Methods in Combinatorial and Statistical Data Analysis and Clustering 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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781447173922\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781447167914\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781447173922","offer_id":39417005899869,"sku":"9781447173922","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9781447167914","offer_id":51800480326,"sku":"9781447167914","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/2c0342e3-7e62-46bc-9b1b-a9190579315c.jpg?v=1778644957","url":"https:\/\/shop.autorenwelt.de\/en\/products\/foundations-and-methods-in-combinatorial-and-statistical-data-analysis-and-clustering-von-israel-cesar-lerman","provider":"Autorenwelt Shop","version":"1.0","type":"link"}