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SpatialDI (Conference) (2023 :)

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Spatial data and intelligence = 4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Spatial data and intelligence/ edited by Xiaofeng Meng ... [et al.].
其他題名:	4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023 : proceedings /
其他題名:	SpatialDI 2023
其他作者:	Meng, Xiaofeng.
團體作者:	SpatialDI (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	1 online resource (x, 272 p.) :ill. (some col.), digital ;24 cm.
內容註:	Traffic Management -- APADGCN: Adaptive Partial Attention Diffusion Graph Convolutional Network for Traffic Flow Forecasting -- DeepParking: Deep Learning-based Planning Method for Autonomous Parking -- Recommendations for Urban Planning based on Non-motorized Travel Data and Street Comfort -- A Composite Grid Clustering Algorithm based on Density and Balance Degree -- Visualization Analysis -- Research on the Visualization Method of Weibo User Sentiment Analysis based on IP Affiliation and Comment Content -- Village Web 3D Visualization System based on Cesium -- Spatial Big Data Analysis -- Spatial-Aware Community Search over Heterogeneous Information Networks -- Ship Classification Based on Trajectories Data and LightGBM Considering Offshore Distance Feature -- CDGCN: An Effective and Efficient Algorithm based on Community Detection for Training Deep and Large Graph Convolutional Networks -- Investigate the Relationship between Traumatic Occurrences and Socio-economic Status based on Geographic Information System (GIS): The Case of Qingpu in Shanghai, China -- Contact Query Processing based on Spatiotemporal Trajectory -- Influential Community Search over Large Heterogeneous Information Networks -- Spatiotemporal Data Mining -- Fast Mining Prevalent Co-location Patterns over Dense Spatial Datasets -- Continuous Sub-prevalent Co-location Pattern Mining -- The Abnormal Detection Method of Ship Trajectory with Adaptive Transformer Model based on Migration Learning -- Spatiotemporal Data Storage -- A Comparative Study of Row and Column Storage for Time Series Data -- LOACR: A Cache Replacement Method Based on Loop Assist -- Metaverse -- Unifying Reality and Virtuality: Constructing a Cohesive Metaverse Using Complex Numbers.
Contained By:	Springer Nature eBook
標題:	Geospatial data - Congresses. - Computer processing -
電子資源:	https://doi.org/10.1007/978-3-031-32910-4
ISBN:	9783031329104

Spatial data and intelligence = 4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023 : proceedings /
Spatial data and intelligence4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023 : proceedings /[electronic resource] :SpatialDI 2023edited by Xiaofeng Meng ... [et al.]. - Cham :Springer Nature Switzerland :2023. - 1 online resource (x, 272 p.) :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,138871611-3349 ;. - Lecture notes in computer science ;13887..

Traffic Management -- APADGCN: Adaptive Partial Attention Diffusion Graph Convolutional Network for Traffic Flow Forecasting -- DeepParking: Deep Learning-based Planning Method for Autonomous Parking -- Recommendations for Urban Planning based on Non-motorized Travel Data and Street Comfort -- A Composite Grid Clustering Algorithm based on Density and Balance Degree -- Visualization Analysis -- Research on the Visualization Method of Weibo User Sentiment Analysis based on IP Affiliation and Comment Content -- Village Web 3D Visualization System based on Cesium -- Spatial Big Data Analysis -- Spatial-Aware Community Search over Heterogeneous Information Networks -- Ship Classification Based on Trajectories Data and LightGBM Considering Offshore Distance Feature -- CDGCN: An Effective and Efficient Algorithm based on Community Detection for Training Deep and Large Graph Convolutional Networks -- Investigate the Relationship between Traumatic Occurrences and Socio-economic Status based on Geographic Information System (GIS): The Case of Qingpu in Shanghai, China -- Contact Query Processing based on Spatiotemporal Trajectory -- Influential Community Search over Large Heterogeneous Information Networks -- Spatiotemporal Data Mining -- Fast Mining Prevalent Co-location Patterns over Dense Spatial Datasets -- Continuous Sub-prevalent Co-location Pattern Mining -- The Abnormal Detection Method of Ship Trajectory with Adaptive Transformer Model based on Migration Learning -- Spatiotemporal Data Storage -- A Comparative Study of Row and Column Storage for Time Series Data -- LOACR: A Cache Replacement Method Based on Loop Assist -- Metaverse -- Unifying Reality and Virtuality: Constructing a Cohesive Metaverse Using Complex Numbers.

This book constitutes the refereed proceedings of the 4th International Conference on Spatial Data and Intelligence, SpatialDI 2023, held in Nanchang, China, in April 13-15, 2023. The 18 full papers included in this book were carefully reviewed and selected from 68 submissions. They were organized in topical sections as follows: traffic management; visualization analysis; spatial big data analysis; spatiotemporal data mining; spatiotemporal data storage; and metaverse.

ISBN: 9783031329104

Standard No.: 10.1007/978-3-031-32910-4doiSubjects--Topical Terms:

3490846
Geospatial data
--Computer processing--Congresses.

LC Class. No.: G70.217.G46

Dewey Class. No.: 910.285

Spatial data and intelligence = 4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023 : proceedings /
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