Scientific Data Mining 在線電子書 圖書標籤: 方法 數據 分析 On_Shelf Analysis
發表於2024-09-12
Scientific Data Mining 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
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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Scientific Data Mining 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024