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GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

Recent progress in Artificial Intelligence (AI) techniques, the large-scale availability of high-quality data, as well as advances in both hardware and software to efficiently process these data, a...

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GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond

Semantic Scholar · Computer Science · 2019

Abstract

Recent progress in Artificial Intelligence (AI) techniques, the large-scale availability of high-quality data, as well as advances in both hardware and software to efficiently process these data, a...

Source of record · Semantic Scholar

References (74)

01Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learningWeiwei Duan, Yao-Yi Chiang, S. Leyk et al.2019 · International Journal of Geographical Information Science · 34 citations
02Mobile crowdsensing: A survey on privacy-preservation, task management, assignment models, and incentives mechanismsFazlullah Khan, A. Rehman, Jiangbin Zheng et al.2019 · Future generations computer systems · 84 citations
03Reconstruction of human movement trajectories from large-scale low-frequency mobile phone dataMingxiao Li, Song Gao, F. Lu et al.2019 · Computers, Environment and Urban Systems · 92 citations
04A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumesYibin Ren, Huanfa Chen, Yong Han et al.2019 · International Journal of Geographical Information Science · 63 citations
05Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patternsFan Zhang, Lun Wu, Di Zhu et al.2019 · Isprs Journal of Photogrammetry and Remote Sensing · 179 citations
06Presence-Only Geographical Priors for Fine-Grained Image ClassificationOisin Mac Aodha, Elijah Cole, P. Perona2019 · IEEE International Conference on Computer Vision · 219 citations In Library
07A locally-constrained YOLO framework for detecting small and densely-distributed building footprintsYiqun Xie, Jiannan Cai, Rahul Bhojwani et al.2019 · International Journal of Geographical Information Science · 66 citations
08A global analysis of cities’ geosocial temporal signatures for points of interest hours of operationKevin A. Sparks, Gautam Thakur, Amol Pasarkar et al.2019 · International Journal of Geographical Information Science · 31 citations
09Geo-Aware Networks for Fine-Grained RecognitionGrace Chu, B. Potetz, Weijun Wang et al.2019 · 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 101 citations In Library
10A spatially explicit reinforcement learning model for geographic knowledge graph summarizationBo Yan, K. Janowicz, Gengchen Mai et al.2019 · Trans. GIS · 47 citations
11Deeply integrating Linked Data with Geographic Information SystemsGengchen Mai, K. Janowicz, Bo Yan et al.2019 · Trans. GIS · 29 citations
12Computing and querying strict, approximate, and metrically refined topological relations in linked geographic dataBlake Regalia, K. Janowicz, Grant McKenzie2019 · Trans. GIS · 23 citations

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