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Spatial Data and Intelligence = First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Spatial Data and Intelligence/ edited by Xiaofeng Meng, Xing Xie, Yang Yue, Zhiming Ding.
其他題名:	First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings /
其他作者:	Ding, Zhiming.
面頁冊數:	X, 291 p. 141 illus., 99 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Machine Learning. -
電子資源:	https://doi.org/10.1007/978-3-030-69873-7
ISBN:	9783030698737

Spatial Data and Intelligence = First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings /
Spatial Data and IntelligenceFirst International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings /[electronic resource] :edited by Xiaofeng Meng, Xing Xie, Yang Yue, Zhiming Ding. - 1st ed. 2021. - X, 291 p. 141 illus., 99 illus. in color.online resource. - Information Systems and Applications, incl. Internet/Web, and HCI ;12567. - Information Systems and Applications, incl. Internet/Web, and HCI ;9149.

Traffic Management -- A Fast Clustering Approach for Identifying Traffic Congestions -- A Method of Emergency Prediction Based on Spatiotemporal Context Time Series -- A Real-time Driving Destination Prediction Model based on Historical Travel Patterns and Current Driving Status -- Dynamic Shortest Path Queries over Moving Objects on Road Networks -- Environment Classification for Global Navigation Satellite Systems Using Attention-Based Recurrent Neural Networks -- Fast Training of POI Recommendation Models Using Gradient Compression -- Research on Vector Road Aided Inertial Navigation by Using ICCP Algorithm -- Traffic Flow Forecasting Using A Spatial-Temporal Attention Graph Convolutional Network Predictor -- Vehicle Emergency Route Planning Based on Grid Map -- Data science -- Application of Multi-agent System in Land Use Decision-Making of Industrial Park: A case study of Tianfo Health Industrial park, Shandong -- Attention U-net for Road Extraction in Remote Sensing Images -- College Students’ Portrait Technology Based on Hybrid Neural Network -- Efficiently Detecting Light Events in Astronomical Temporal Data -- Efficiently Update Disk-Resident Interval Tree -- Performance Ranking Based on Bézier Ranking Principal Curve -- Proximity-based Aggregation Method for LBS Human Mobility Data -- Research on the Division of Functional Zones in Downtown Beijing under the Background of Big Data -- Spatial Queries Based on Learned Index -- Visualization science -- A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors -- A Geometric Consistency Model of Virtual Camera for Vision-based SLAM Simulation -- CPI: LiDAR-Camera Extrinsic Calibration based on Feature Points with Reflection Intensity. .

This book constitutes the proceedings of the First International Conference on Spatial Data and Intelligence, SpatialDI 2020, which was held on May 8-9, 2020. The conference was planned to take place in Shenzhen, China, and changed to an online format due to the COVID-19 pandemic. The 21 full papers presented in this volume were carefully reviewed and selected from 50 submissions. They were organized in topical sections named: traffic management; data science; and visualization science.

ISBN: 9783030698737

Standard No.: 10.1007/978-3-030-69873-7doiSubjects--Topical Terms:

1137723
Machine Learning.

LC Class. No.: QA76.76.A65

Dewey Class. No.: 004

Spatial Data and Intelligence = First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings /
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