{"product_id":"9780124104754","title":"Data Mining and Knowledge Discovery for Geoscientists","description":"\u003cp\u003eCurrently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of \"rich data but poor knowledge\". \u003c\/p\u003e \u003cp\u003eThe true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, \u003ci\u003eData Mining and Knowledge Discovery for Geoscientists\u003c\/i\u003e addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFocuses on 22 of data mining’s most practical algorithms and popular application samples\u003c\/li\u003e\n\u003cli\u003eFeatures 36 case studies and end-of-chapter exercises unique to the geosciences to underscore key data mining applications\u003c\/li\u003e\n\u003cli\u003ePresents a practical and integrated system of data mining and knowledge discovery for geoscientists\u003c\/li\u003e\n\u003cli\u003eRigorous yet broadly accessible to geoscientists, engineers, researchers and programmers in data mining\u003c\/li\u003e\n\u003cli\u003eIntroduces widely used algorithms, their basic principles and conditions of applications, diverse case studies, and suggests algorithms that may be suitable for specific applications\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119696625904,"sku":"9780124104754","price":127.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780124104754_p0.jpg?v=1763639203","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780124104754","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}