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检索条件"机构=Geospatial Data Science Lab"
41 条 记 录,以下是1-10 订阅
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ChatGPT for Intelligent Spatial Analysis Workflow Construction  24
ChatGPT for Intelligent Spatial Analysis Workflow Constructi...
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32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2024
作者: Nie, Ying Gao, Song Geospatial Data Science Lab University of Wisconsin MadisonWI United States
The capability of constructing executable scientific workflows that integrate data, models, and domain-specific knowledge using AI tools remains quite limited. This study utilizes large language model (LLM)-powered ch... 详细信息
来源: 评论
Automating geospatial Analysis Workflows Using ChatGPT-4  24
Automating Geospatial Analysis Workflows Using ChatGPT-4
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32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2024
作者: Zhang, Qianheng Gao, Song Geospatial Data Science Lab University of Wisconsin MadisonWI United States
The field of geospatial Artificial Intelligence (GeoAI) has significantly impacted domain applications such as urban analytics, environmental monitoring, and disaster management. While powerful geoprocessing tools in ... 详细信息
来源: 评论
Measuring Access Inequality in A Hybrid Physical-Virtual World: : A Case Study of Racial Disparity of Healthcare Access During CoVID-19  30
Measuring Access Inequality in A Hybrid Physical-Virtual Wor...
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30th International Conference on Geoinformatics, Geoinformatics 2023
作者: Wu, Meiliu Huang, Qunying Gao, Song University of Wisconsin-Madison Spatial Computing and Data Mining Lab Department of Geography MadisonWI United States University of Wisconsin-Madison Geospatial Data Science Lab Department of Geography MadisonWI United States
The disparity of resource access (e.g., food and healthcare) among different population groups essentially reflects social inequalities. Emerging information and communications technology (ICT) has facilitated the tel... 详细信息
来源: 评论
Forecasting Inter-Destination Tourism Flow via a Hybrid Deep Learning Model
arXiv
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arXiv 2023年
作者: Fang, Hanxi Gao, Song Zhang, Feng School of Earth Science Zhejiang University China Geospatial Data Science Lab University of Wisconsin-Madison United States
Tourists often go to multiple tourism destinations in one trip. The volume of tourism flow between tourism destinations, also referred to as ITF (Inter-Destination Tourism Flow) in this paper, is commonly used for tou... 详细信息
来源: 评论
Measuring Access Inequality in A Hybrid Physical-Virtual World: : A Case Study of Racial Disparity of Healthcare Access During CoVID-19
Measuring Access Inequality in A Hybrid Physical-Virtual Wor...
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International Conference on Geoinformatics
作者: Meiliu Wu Qunying Huang Song Gao Department of Geography Spatial Computing and Data Mining Lab University of Wisconsin-Madison Madison WI USA Department of Geography Geospatial Data Science Lab University of Wisconsin-Madison Madison WI USA
The disparity of resource access (e.g., food and healthcare) among different population groups essentially reflects social inequalities. Emerging information and communications technology (ICT) has facilitated the tel...
来源: 评论
Artificial Intelligence and Human Geography
arXiv
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arXiv 2023年
作者: Gao, Song Geospatial Data Science Lab Department of Geography University of Wisconsin-Madison 550 N Park Stret MadisonWI53706 United States
This paper examines the recent advances and applications of AI in human geography especially the use of machine (deep) learning, including place representation and modeling, spatial analysis and predictive mapping, an... 详细信息
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VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning  4
VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and...
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4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2021
作者: Rao, Jinmeng Gao, Song Zhu, Xiaojin Geospatial Data Science Lab University of Wisconsin-Madison Madison United States Department of Computer Sciences University of Wisconsin-Madison Madison United States
Trajectory data is among the most sensitive data and the society increasingly raises privacy concerns. In this demo paper, we present a privacy-preserving Vehicle Trajectory Simulation and Visualization (VTSV) web pla... 详细信息
来源: 评论
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions
arXiv
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arXiv 2022年
作者: Liang, Yunlei Zhu, Jiawei Ye, Wen Gao, Song Geospatial Data Science Lab University of Wisconsin Madison WI United States School of Geosciences and Info-Physics Central South University Changsha China
Community Detection algorithms are used to detect densely connected components in complex networks and reveal underlying relationships among components. As a special type of networks, spatial networks are usually gene... 详细信息
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Bringing Spatial Interaction Measures into Multi-Criteria Assessment of Redistricting Plans Using Interactive Web Mapping
arXiv
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arXiv 2023年
作者: Kruse, Jacob Gao, Song Ji, Yuhan Szabo, Daniel P. Mayer, Kenneth R. Geospatial Data Science Lab Department of Geography University of Wisconsin-Madison United States Eötvös Lóránd Tudományos Egyetem Department of Operations Research Budapest Hungary Department of Political Science University of Wisconsin-Madison United States
Redistricting is the process by which electoral district boundaries are drawn, and a common normative assumption in this process is that districts should be drawn so as to capture coherent communities of interest (COI... 详细信息
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A Modified Spectral Remote Sensing Index to Detect Spatiotemporal Changes of Plastic Greenhouses in Fragmented Terrains
A Modified Spectral Remote Sensing Index to Detect Spatiotem...
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IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)
作者: Yijia Chen Shanshan Chen Song Gao Chun Li Ninglv Li Liding Chen School of Ecology and Environmental Science Yunnan University Kunming Yunnan China State Key Laboratory of Urban and Regional Ecology Research Center for Eco-Environmental Sciences Chinese Academy of Sciences Beijing PR China Department of Geography Geospatial Data Science Lab University of Wisconsin-Madison Madison WI Southwest United Graduate School Kunming China
Plastic greenhouse (PG), as a new type of modern agricultural measure, has been used widely due to its significant benefits for agricultural production. However, it also raises concerns about its potential environment... 详细信息
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