Visual Analytics for Data Scientists

Andrienko, Natalia, Andrienko, Gennady, Fuchs, Georg

Visual Analytics for Data Scientists
  • 出版商: Springer
  • 出版日期: 2021-08-31
  • 售價: $3,000
  • 貴賓價: 9.5 折 $2,850
  • 語言: 英文
  • 頁數: 462
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030561488
  • ISBN-13: 9783030561482

    • 海外代購書籍(需單獨結帳)

商品描述

Part I: Introduction to Visual Analytics in Data Science.- 1. Introduction to Visual Analytics by an Example.- 2. General Concepts.- 3. Principles of Interactive Visualisation.- 4. Computational Techniques in Visual Analytics.- Part II: Visual Analytics along the Data Science Workflow.- 5. Visual Analytics for Investigating and Processing Data.- 6. Visual Analytics for Understanding Multiple Attributes.- 7. Visual Analytics for Understanding Relationships between Entities.- 8. Visual Analytics for Understanding Temporal Distributions and Variations.- 9. Visual Analytics for Understanding Spatial Distributions and Spatial Variation.- 10. Visual Analytics for Understanding Phenomena in Space and Time.- 11. Visual Analytics for Understanding Texts.- 12. Visual Analytics for Understanding Images and Video.- 13. Computational Modelling with Visual Analytics.- 14. Conclusion.

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