{"product_id":"9789048148608","title":"Lazy Learning","description":"\u003ch1\u003eLazy Learning\u003c\/h1\u003e \u003ch2\u003eAha, David W.\u003c\/h2\u003e \u003cp\u003eThis edited collection describes recent progress on lazy  learning, a branch of machine learning concerning algorithms that  defer the processing of their inputs, reply to information requests by  combining stored data, and typically discard constructed replies. It  is the first edited volume in AI on this topic, whose many synonyms  include `instance-based', `memory-based'. `exemplar-based', and `local  learning', and whose topic intersects case-based reasoning and edited  k-nearest neighbor classifiers. It is intended for AI researchers and  students interested in pursuing recent progress in this branch of  machine learning, but, due to the breadth of its contributions, it  should also interest researchers and practitioners of data mining,  case-based reasoning, statistics, and pattern recognition.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2010-12-01\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003e ISBN-10: 9789048148608\u003c\/p\u003e \u003cp\u003eISBN-13: 9789048148608\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-94-017-2053-3\u003c\/p\u003e \u003cp\u003eDimensions: 279cm x210cm\u003c\/p\u003e \u003cp\u003ePages: 424\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44358586400908,"sku":"9789048148608","price":153.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789048148608_1f1c2211-d80c-435a-91f7-5f426e953113.jpg?v=1755109127","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789048148608","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}