{"product_id":"tree-based-algorithms-for-incremental-utility-and-fuzzy-data-mining-von-jerry-chun-wei-lin","title":"Tree-based Algorithms for Incremental, Utility, and Fuzzy Data Mining","description":"\u003cp\u003eIn the first part of this book, three Pre-FUFP maintenance algorithms are thus proposed to efficiently maintain and update the FUFP-tree structures regardless of whether records are inserted, deleted or modified in dynamic databases. In the second part of this book, a novel HUP-tree algorithm is proposed to efficiently mine the high utility itemsets based on the downward closure property. A HUP tree is first designed to keep the related information for later mining process. A HUP-growth mining algorithm is then presented to efficiently mine high utility itemsets from it. In the third part of this book, we attempt to extend the FP-tree algorithm for handling quantitative data from the global values of fuzzy regions. Thus, the fuzzy FP-tree algorithm, the compressed fuzzy frequent pattern tree (CFFP-tree) algorithm, and the upper-bound fuzzy frequent pattern tree (UBFFP-tree) algorithm are then proposed to efficiently mine the fuzzy frequent itemsets.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659677229\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659677229","offer_id":39434551230557,"sku":"9783659677229","price":71.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b83dd7ac-adb0-46db-b777-5af60dcea0a6.jpg?v=1774676673","url":"https:\/\/shop.autorenwelt.de\/en\/products\/tree-based-algorithms-for-incremental-utility-and-fuzzy-data-mining-von-jerry-chun-wei-lin","provider":"Autorenwelt Shop","version":"1.0","type":"link"}