Classifying natural-language spatial relation terms with random forest algorithm
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2016.1212356
Abstract: ABSTRACT The exponential growth of natural language text data in social media has contributed a rich data source for geographic information. However, incorporating such data source for GIS analysis faces tremendous challenges as existing GIS… read more here.
Keywords: natural language; topology; nlsr terms; language spatial ... See more keywords
Robust and Hierarchical Spatial Relation Analysis for Traffic Forecasting
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DOI: 10.1109/tits.2022.3217054
Abstract: How to model the complex spatial-temporal relation in traffic data is an important problem for precisely predicting the future status of a city traffic system. Existing traffic forecasting methods rarely consider the traffic state trend,… read more here.
Keywords: spatial relation; traffic forecasting; traffic; robust hierarchical ... See more keywords
Spatial relation learning in complementary scenarios with deep neural networks
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DOI: 10.3389/fnbot.2022.844753
Abstract: A cognitive agent performing in the real world needs to learn relevant concepts about its environment (e.g., objects, color, and shapes) and react accordingly. In addition to learning the concepts, it needs to learn relations… read more here.
Keywords: spatial relation; relation learning; scenarios deep; learning complementary ... See more keywords