{"product_id":"uncertainty-modeling-for-data-mining-zengchang-qin-9783642412509","title":"Uncertainty Modeling for Data Mining: A Label Semantics Approach","description":"\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Zengchang Qin,Yongchuan Tang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3642412505\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783642412509\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/07\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 291\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 6.20w x 0.90d","brand":"Zengchang Qin","offers":[{"title":"Hardcover","offer_id":48742754320639,"sku":"9783642412509","price":109.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/uncertainty-modeling-for-data-mining-zengchang-qin-9783642412509","provider":"WR Book House","version":"1.0","type":"link"}