{"product_id":"frontiers-in-massive-data-analysis","title":"Frontiers in Massive Data Analysis","description":"\u003ch1\u003e\u003cspan style=\"color: #262626;\"\u003eFrontiers in Massive Data Analysis\u003c\/span\u003e\u003c\/h1\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003eData mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scaleterabytes and petabytesis increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledgefrom computer science, statistics, machine learning, and application disciplinesthat must be brought to bear to make useful inferences from massive data.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cbr\u003e\u003cstrong\u003eAutor:\u003c\/strong\u003e\u003cbr\u003e AA. VV.\u003cspan style=\"color: #b3b3b3;\"\u003e\u003cem\u003e)\u003c\/em\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cstrong\u003eCaracterísticas técnicas:\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTamaño cerrado 152 x 229 mm\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003e190 páginas interiores\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTapa rústica\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eEncuadernación lomo cuadrado\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cspan style=\"color: #262626;\"\u003eEn Webook cuidamos el medio ambiente, imprimimos lo justo y este libro lo haremos especialmente para ti \u003cmeta charset=\"utf-8\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e","brand":"Bibliomanager","offers":[{"title":"Default Title","offer_id":46775562043529,"sku":"001-0000291809","price":49300.0,"currency_code":"CLP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0688\/5703\/6937\/files\/1499648_IMAGEN_TAPA_G_002.jpg?v=1779275110","url":"https:\/\/webook.cl\/products\/frontiers-in-massive-data-analysis","provider":"WeBook","version":"1.0","type":"link"}