{"product_id":"9783030007331","title":"Learning Representation for Multi-View Data Analysis: Models and Applications","description":"\u003ch1\u003eLearning Representation for Multi-View Data Analysis: Models and Applications\u003c\/h1\u003e \u003ch2\u003eDing, Zhengming; Zhao, Handong; Fu, Yun\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book equips readers to handle complex multi-view data representation, centered around several major visual applications, sharing many tips and insights through a unified learning framework. This framework is able to model most existing multi-view learning and domain adaptation, enriching readers’ understanding from their similarity, and differences based on data organization and problem settings, as well as the research goal.\u003c\/p\u003e\n\nA comprehensive review exhaustively provides the key recent research on multi-view data analysis, i.e., multi-view clustering, multi-view classification, zero-shot learning, and domain adaption. More practical challenges in multi-view data analysis are discussed including incomplete, unbalanced and large-scale multi-view learning. \u003ci\u003eLearning Representation for Multi-View Data Analysis \u003c\/i\u003ecovers a wide range of applications in the research fields of big data, human-centered computing, pattern recognition, digital marketing, web mining, and computer vision.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-12-17\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030007331\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-00734-8\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 268.0\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45379127214220,"sku":"9783030007331","price":125.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030007331_ca421bcd-f14e-40ca-97fa-23d65bbc106d.jpg?v=1765473404","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030007331","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}