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Big data : techniques and technologies in geoinformatics / edited by Hassan A. Karimi.

By: Contributor(s): Publisher: Boca Raton, FL : CRC Press, 2025Edition: 2nd edDescription: xiii, 395 pages : illustrations ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781032525143
Subject(s): Additional physical formats: Online version:: Big data.DDC classification:
  • 910.285/57 23/eng/20240331
LOC classification:
  • G 70.2 .B54
Summary: "Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances in deep learning models, algorithms, and structures. This second edition provides up-to-date knowledge on deep learning and includes five new chapters, each focusing on a separate real-world problem to which deep learning is applied. These include problems in the fields of climate, water, landslides, satellite imagery, autonomous vehicles, and mobility"-- Provided by publisher.
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Includes bibliographical references and index.

"Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances in deep learning models, algorithms, and structures. This second edition provides up-to-date knowledge on deep learning and includes five new chapters, each focusing on a separate real-world problem to which deep learning is applied. These include problems in the fields of climate, water, landslides, satellite imagery, autonomous vehicles, and mobility"-- Provided by publisher.

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