{"product_id":"9783319822693","title":"Multilabel Classification: Problem Analysis, Metrics and Techniques","description":"\u003ch1\u003eMultilabel Classification: Problem Analysis, Metrics and Techniques\u003c\/h1\u003e \u003ch2\u003eHerrera, Francisco; Charte, Francisco; Rivera, Antonio J.; del Jesus, María J.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003eThis book offers a comprehensive review of multilabel techniques widely used to classify and label texts, pictures, videos and music in the Internet. A deep review of the specialized literature on the field includes the available software needed to work with this kind of data. It provides the user with the software tools needed to deal with multilabel data, as well as step by step instruction on how to use them. The main topics covered are:\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e•\tThe special characteristics of multi-labeled data and the metrics available to measure them.\u003c\/div\u003e\u003cdiv\u003e•\tThe importance of taking advantage of label correlations to improve the results.\u003c\/div\u003e\u003cdiv\u003e•\tThe different approaches followed to face multi-label classification.\u003c\/div\u003e\u003cdiv\u003e•\tThe preprocessing techniques applicable to multi-label datasets.\u003c\/div\u003e\u003cdiv\u003e•\tThe available software tools to work with multi-label data.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThis book is beneficial for professionals and researchers in a variety of fields because of the wide range of potential applications for multilabel classification. Besides its multiple applications to classify different types of online information, it is also useful in many other areas, such as genomics and biology. No previous knowledge about the subject is required. The book introduces all the needed concepts to understand multilabel data characterization, treatment and evaluation.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-04-22\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319822693\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-41111-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 194\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45228282577036,"sku":"9783319822693","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319822693.jpg?v=1776022254","url":"https:\/\/lateknightbooks.com\/products\/9783319822693","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}