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Book synopsis

This reprint collects 10 original research contributions published in the Special Issue entitled "Artificial Intelligence for Multisource Geospatial Information" of the ISPRS International Journal of Geo-Information. The focus is on different methods of Geospatial Artificial Intelligence (GeoAI) based on deep learning using different network architectures, clustering, soft computing, and semantic approaches. They are proposed to deal with a variety of Geospatial Big Data (GBD), such as georeferenced texts and photos in social networks, remote sensing images, cartographic maps, multidimensional geo databases, metadata in spatial data infrastructures, and for different tasks, such as for multisource georeferenced text integration and geodata flexible querying, for social sensing by applying sentiment analysis, clustering and geo analysis, for segmentation of roads, clouds and snow, and for detection of small targets and people on the streets.

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Technik Maschinenbau, Fertigungstechnik

• Full title: Artificial Intelligence for Multisource Geospatial Information
• Author: Gloria Bordogna, Cristiano Fugazza
• Language: English
• Binding: Hardback
• Number of pages: 254
• EAN: 9783036563879
• ISBN: 3036563873
• ID: 42875877
• Publisher: MDPI AG
• Weight: 837 g
• Dimensions: 250 × 175 × 21 mm
• Date of publishing: 11. January 2023

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