Exploratory Analysis of Spatial and Temporal Data

Exploratory Analysis of Spatial and Temporal Data pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Natalia Andrienko
出品人:
页数:719
译者:
出版时间:2005-12-21
价格:USD 169.00
装帧:Hardcover
isbn号码:9783540259947
丛书系列:
图书标签:
  • 统计学 
  • 空间分析 
  • 数据挖掘 
  • 可视化 
  • spatial 
  • GIS 
  • 遥感 
  • 统计 
  •  
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Exploratory data analysis (EDA) is about detecting and describing patterns, trends, and relations in data, motivated by certain purposes of investigation. As something relevant is detected in data, new questions arise, causing specific parts to be viewed in more detail. So EDA has a significant appeal: it involves hypothesis generation rather than mere hypothesis testing. The authors describe in detail and systemize approaches, techniques, and methods for exploring spatial and temporal data in particular. They start by developing a general view of data structures and characteristics and then build on top of this a general task typology, distinguishing between elementary and synoptic tasks. This typology is then applied to the description of existing approaches and technologies, resulting not just in recommendations for choosing methods but in a set of generic procedures for data exploration. Professionals practicing analysis will profit from tested solutions – illustrated in many examples – for reuse in the catalogue of techniques presented. Students and researchers will appreciate the detailed description and classification of exploration techniques, which are not limited to spatial data only. In addition, the general principles and approaches described will be useful for designers of new methods for EDA.

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master毕设90%靠这本书做了下来-也是本给力的intro,依然各种佩服本书的写作逻辑和语言,数据分析入门力荐!

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master毕设90%靠这本书做了下来-也是本给力的intro,依然各种佩服本书的写作逻辑和语言,数据分析入门力荐!

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master毕设90%靠这本书做了下来-也是本给力的intro,依然各种佩服本书的写作逻辑和语言,数据分析入门力荐!

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master毕设90%靠这本书做了下来-也是本给力的intro,依然各种佩服本书的写作逻辑和语言,数据分析入门力荐!

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