{"product_id":"9783540564836","title":"Lecture Notes in Computer Science: Cooperative Research at Siemens and MIT","description":"\u003ch1\u003eLecture Notes in Computer Science: Cooperative Research at Siemens and MIT\u003c\/h1\u003e \u003ch2\u003eHanson, Stephen J.; Remmele, Werner; Rivest, Ronald L.\u003c\/h2\u003e \u003cp\u003eThis volume includes some of the key research papers in the\narea of machine learning produced at MIT and Siemens during\na three-year joint research     effort. It includes papers on\nmany different styles of machine learning,    organized into\nthree parts.\nPart I, theory, includes three papers on    theoretical aspects\nof machine learning. The first two use the theory       of\ncomputational complexity to derive some fundamental limits\non what isefficiently learnable. The third provides an\nefficient algorithm for        identifying finite automata.\nPart II, artificial intelligence and symbolic  learning\nmethods, includes five papers giving an overview of the\nstate  of the art and future developments in the field of\nmachine learning, a      subfield of artificial intelligence\ndealing with automated knowledge        acquisition and knowledge\nrevision.\nPart III, neural and collective     computation, includes five\npapers sampling the theoretical diversity and    trends in the\nvigorous new research field of neural networks:               massively\nparallel symbolic induction, task decomposition                   through\ncompetition, phoneme discrimination, behavior-based\nlearning,   and self-repairing neural networks.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 1993-03-30\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783540564836\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/3-540-56483-7\u003c\/p\u003e \u003cp\u003eDimensions: 233cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 276\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45370072596620,"sku":"9783540564836","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783540564836.jpg?v=1773969840","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783540564836","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}