{"product_id":"knowledge-transfer-between-computer-vision-and-text-mining-von-radu-tudor-ionescu-und-marius-popescu","title":"Knowledge Transfer between Computer Vision and Text Mining","description":"This ground-breaking text\/reference diverges\nfrom the traditional view that computer vision (for image analysis) and string\nprocessing (for text mining) are separate and unrelated fields of study,\npropounding that images and text can be treated in a similar manner for the\npurposes of information retrieval, extraction and classification. Highlighting\nthe benefits of knowledge transfer between the two disciplines, the text\npresents a range of novel similarity-based learning (SBL) techniques founded on\nthis approach. Topics and features: describes a variety of SBL approaches,\nincluding nearest neighbor models, local learning, kernel methods, and\nclustering algorithms; presents a nearest neighbor model based on a novel\ndissimilarity for images; discusses a novel kernel for (visual) word\nhistograms, as well as several kernels based on a pyramid representation; introduces\nan approach based on string kernels for native language identification; contains\nlinks for downloading relevant open source code.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319303659\"\u003e\u003ch3\u003eSimilarity-based Learning Approaches\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319807911\"\u003e\u003ch3\u003eSimilarity-based Learning Approaches\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783319303659","offer_id":39835408891997,"sku":"9783319303659","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319807911","offer_id":39603951042653,"sku":"9783319807911","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/32a75f86-3b76-460e-9a15-483ee7c72652.jpg?v=1775625256","url":"https:\/\/shop.autorenwelt.de\/en\/products\/knowledge-transfer-between-computer-vision-and-text-mining-von-radu-tudor-ionescu-und-marius-popescu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}