{"product_id":"9783031530982","title":"Studies in Computational Intelligence: Asymmetry of Proximity","description":"\u003ch1\u003eStudies in Computational Intelligence: Asymmetry of Proximity\u003c\/h1\u003e \u003ch2\u003eSzkatuła, Grażyna; Krawczak, Maciej\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe authors propose a novel measure of proximity between two sets of nominal elements. This measure describes the changes in the first set after adding the second set or changes in the second set after adding the first set.\u003c\/p\u003e\u003cp\u003eIt is crucial to note that this measure is not symmetric, it means that the perturbation of the first set on the second set can be different than the perturbation of the opposition direction. \u003c\/p\u003e\u003cp\u003eThe introduced set impact measure allows for the direct treatment of objects described by nominal-valued attributes. The ordinary sets, multisets, fuzzy sets, and the intuitionistic fuzzy sets are considered. \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eThe book is intended for data science professionals, philosophers as well as cognitive psychologists, who struggle with practical problems in which asymmetry of proximity of objects cannot be neglected. The use of the proposed measures of perturbation between compared objects can be very important in data mining or in exploration of Internetresources.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-02-28\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031530982\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-53096-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 206\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":45378841247884,"sku":"9783031530982","price":161.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031530982.jpg?v=1775009108","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031530982","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}