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- Title
Foreword to the Special Issue on Machine Learning for Geospatial Data Analysis.
- Authors
Wegner, Jan Dirk; Roscher, Ribana; Volpi, Michele; Veronesi, Fabio
- Abstract
Advances in machine learning research are pushing the limits of geographical information sciences (GIScience) by offering accurate procedures to analyze small-to-big GeoData. This Special Issue groups together six original contributions in the field of GeoData-driven GIScience that focus mainly on three different areas: extraction of semantic information from satellite imagery, image recommendation, and map generalization. Different technical approaches are chosen for each sub-topic, from deep learning to latent topic models.
- Subjects
MACHINE learning; GEOSPATIAL data
- Publication
ISPRS International Journal of Geo-Information, 2018, Vol 7, Issue 4, p147
- ISSN
2220-9964
- Publication type
Article
- DOI
10.3390/ijgi7040147