{"product_id":"structural-pattern-recognition-with-graph-edit-distance-approximation-algorithms-and-applications-von-kaspar-riesen","title":"Structural Pattern Recognition with Graph Edit Distance","description":"\n                                \n                \u003cp\u003e\n                                        This unique text\/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). The book also provides a detailed review of a diverse selection of novel methods related to GED, and concludes by suggesting possible avenues for future research. Topics and features: formally introduces the concept of GED, and highlights the basic properties of this graph matching paradigm; describes a reformulation of GED to a quadratic assignment problem; illustrates how the quadratic assignment problem of GED can be reduced to a linear sum assignment problem; reviews strategies for reducing both the overestimation of the true edit distance and the matching time in the approximation framework; examines the improvement demonstrated by the described algorithmic framework with respect to the distance accuracy and the matching time; includes appendices listing the datasets employed for the experimental evaluations discussedin the book.\n                    \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319272511\"\u003e\u003ch3\u003eApproximation Algorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319801018\"\u003e\u003ch3\u003eApproximation Algorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783319272511","offer_id":51641225222,"sku":"9783319272511","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319801018","offer_id":39426398519389,"sku":"9783319801018","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3ee99c81-90e3-4799-a712-5e3034adba58.jpg?v=1775797925","url":"https:\/\/shop.autorenwelt.de\/products\/structural-pattern-recognition-with-graph-edit-distance-approximation-algorithms-and-applications-von-kaspar-riesen","provider":"Autorenwelt Shop","version":"1.0","type":"link"}