Scientific Data Mining 2024 pdf epub mobi 电子书

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发表于2024-12-29

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出版者:Society for Industrial and Applied Mathematic

作者:Chandrika Kamath

出品人:

页数:300

译者:

出版时间:2009-05-01

价格:USD 71.00

装帧:Paperback

isbn号码:9780898716757

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图书标签: 方法数据分析 On_Shelf Analysis

Scientific Data Mining 2024 pdf epub mobi 电子书图书描述

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.

Scientific Data Mining 2024 pdf epub mobi 电子书

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