{"product_id":"9783642412509","title":"Advanced Topics in Science and Technology in China: A Label Semantics Approach","description":"\u003ch1\u003eAdvanced Topics in Science and Technology in China: A Label Semantics Approach\u003c\/h1\u003e \u003ch2\u003eQin, Zengchang; Tang, Yongchuan\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eMachine learning and data mining are inseparably connected with uncertainty. The observable data for learning is usually imprecise, incomplete or noisy. \u003ci\u003eUncertainty Modeling for Data Mining: A Label Semantics Approach\u003c\/i\u003e introduces 'label semantics', a fuzzy-logic-based theory for modeling uncertainty. Several new data mining algorithms based on label semantics are proposed and tested on real-world datasets. A prototype interpretation of label semantics and new prototype-based data mining algorithms are also discussed. This book offers a valuable resource for postgraduates, researchers and other professionals in the fields of data mining, fuzzy computing and uncertainty reasoning.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eZengchang Qin\u003c\/b\u003e is an associate professor at the School of Automation Science and Electrical Engineering, Beihang University, China; \u003cb\u003eYongchuan Tang\u003c\/b\u003e is an associate professor at the College of Computer Science, Zhejiang University, China.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-03-07\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783642412509\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-642-41251-6\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 291\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":44558730264716,"sku":"9783642412509","price":98.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783642412509.jpg?v=1770815606","url":"https:\/\/lateknightbooks.com\/products\/9783642412509","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}