Big data :
Karimi, Hassan A.
Big data : techniques and technologies in geoinformatics / edited by Hassan A. Karimi. - 2nd ed. - xiii, 395 pages : illustrations ; 26 cm
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"--
9781032525143
2024003709
Geography--Data processing.
Big data.
Geographic information systems.
Geospatial data.
High performance computing.
G 70.2 .B54
910.285/57
Big data : techniques and technologies in geoinformatics / edited by Hassan A. Karimi. - 2nd ed. - xiii, 395 pages : illustrations ; 26 cm
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"--
9781032525143
2024003709
Geography--Data processing.
Big data.
Geographic information systems.
Geospatial data.
High performance computing.
G 70.2 .B54
910.285/57