Explainable Machine Learning for Geospatial Data Analysis

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Explainable machine learning (XML), a subfield of AI, is focused on making complex AI models understandable to humans. This book highlights and explains the details of machine learning models used in geospatial data analysis. It demonstrates the need for a data-centric, explainable machine learning approach to obtain new insights from geospatial data. It presents the opportunities, challenges, and...

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epub
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110.00 £

Explainable machine learning (XML), a subfield of AI, is focused on making complex AI models understandable to humans. This book highlights and explains the details of machine learning models used in geospatial data analysis. It demonstrates the need for a data-centric, explainable machine learning approach to obtain new insights from geospatial data. It presents the opportunities, challenges, and...

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  • Formats: epub
  • ISBN: 9781040252512
  • Publication Date: 6 Dec 2024
  • Publisher: CRC Press
  • Product language: English
  • Drm Setting: DRM