{"product_id":"spatial-data-mining-theory-and-application-von-deren-li-shuliang-wang-deyi-li","title":"Spatial Data Mining","description":"\n                                \n                \u003cp\u003e\n                                        ·        This book is an updated version of a\nwell-received book previously published in Chinese by Science Press of China\n(the first edition in 2006 and the second in 2013). It offers a systematic and\npractical overview of spatial data mining, which combines computer science and\ngeo-spatial information science, allowing each field to profit from the\nknowledge and techniques of the other. To address the spatiotemporal\nspecialties of spatial data, the authors introduce the key concepts and\nalgorithms of the data field, cloud model, mining view, and Deren Li methods.\nThe data field method captures the interactions between spatial objects by\ndiffusing the data contribution from a universe of samples to a universe of\npopulation, thereby bridging the gap between the data model and the recognition\nmodel. The cloud model is a qualitative method that utilizes quantitative\nnumerical characters to bridge the gap between pure data and linguistic\nconcepts. The mining view method discriminates the different requirements by\nusing scale, hierarchy, and granularity in order to uncover the anisotropy of\nspatial data mining. The Deren Li method performs data preprocessing to prepare\nit for further knowledge discovery by selecting a weight for iteration in order\nto clean the observed spatial data as much as possible. In addition to the\nessential algorithms and techniques, the book provides application examples of\nspatial data mining in geographic information science and remote sensing. The\npractical projects include spatiotemporal video data mining for protecting\npublic security, serial image mining on nighttime lights for assessing the\nseverity of the Syrian Crisis, and the applications in the government project\n‘the Belt and Road Initiatives’.\n                    \n                    \u003ci\u003e\u003c\/i\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783662569368\"\u003e\u003ch3\u003eTheory and Application\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783662485361\"\u003e\u003ch3\u003eTheory and Application\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783662569368","offer_id":39426203779165,"sku":"9783662569368","price":85.59,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783662485361","offer_id":32894356095069,"sku":"9783662485361","price":85.59,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1e212b5f-1920-427b-b93e-8d2157124dc3.jpg?v=1775108089","url":"https:\/\/shop.autorenwelt.de\/en\/products\/spatial-data-mining-theory-and-application-von-deren-li-shuliang-wang-deyi-li","provider":"Autorenwelt Shop","version":"1.0","type":"link"}