Scientific Data Mining 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Chandrika Kamath 作者

Society for Industrial and Applied Mathematic

譯者

2009-05-01 出版日期

300 頁數

USD 71.00 價格

Paperback

叢書系列

9780898716757 圖書編碼

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發表於2024-09-12

Scientific Data Mining 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Scientific Data Mining 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Scientific Data Mining 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Scientific Data Mining 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Scientific Data Mining 在線電子書圖書描述

Technological advances are enabling scientists to collect vast amounts of data in fields such as medicine, remote sensing, astronomy, and high-energy physics. These data arise not only from experiments and observations, but also from computer simulations of complex phenomena. As a result, it has become impractical to manually analyze and understand the data. This book describes how techniques from the multi-disciplinary field of data mining can be used to address the modern problem of data overload in science and engineering domains. Starting with a survey of analysis problems in different applications, it identifies the common themes across these domains and uses them to define an end-to-end process of scientific data mining. This multi-step process includes tasks such as processing the raw image or mesh data to identify objects of interest; extracting relevant features describing the objects; detecting patterns among the objects; and displaying the patterns for validation by the scientists.

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