{"product_id":"granular-computing-based-machine-learning-han-liu-9783319700571","title":"Granular Computing Based Machine Learning: A Big Data Processing Approach","description":"\u003cp\u003eExplores how granular computing plays a significant role in advancing machine learning towards in-depth processing of big data\u003c\/p\u003e\u003cp\u003eIntroduces the main characteristics of big data, i.e. the five Vs--Volume, Velocity, Variety, Veracity, and Variability\u003c\/p\u003e\u003cp\u003e Presents popular types of traditional machine learning in terms of their key features and limitations in the context of big data\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e Discusses the need for and different uses of granular computing based machine learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e Presents several case studies of big data by using biomedical data and sentiment data, demonstrating recent advances\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e Stresses the theoretical significance, practical importance, methodological impact, and philosophical aspects\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Han Liu, Mihaela Cocea\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 331970057X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319700571\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/23\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 113\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.80lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.38d","brand":"Han Liu","offers":[{"title":"Hardcover","offer_id":46721353220351,"sku":"9783319700571","price":129.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_62676ee4-0417-4e3c-8e4f-e9b6594de108.jpg?v=1742752607","url":"https:\/\/www.whiterainbookhouse.com\/products\/granular-computing-based-machine-learning-han-liu-9783319700571","provider":"WR Book House","version":"1.0","type":"link"}