| Description |
1 online resource (x, 291 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 12567 |
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LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 12567.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
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 |
| Summary |
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 |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed March 30, 2021) |
| Subject |
Geospatial data -- Congresses
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Geospatial data -- Computer processing -- Congresses
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Traffic congestion -- Management -- Congresses
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Remote sensing -- Congresses
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Application software.
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Optical data processing.
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Computer networks.
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Computer architecture.
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Machine learning.
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Computer Communication Networks
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Machine Learning
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Application software
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Computer architecture
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Computer networks
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Geospatial data
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Geospatial data -- Computer processing
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Machine learning
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Optical data processing
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Remote sensing
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Traffic congestion -- Management
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Meng, Xiaofeng, 1964- editor.
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Xie, Xing, editor
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Yue, Yang, editor
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Ding, Zhiming, 1966- editor.
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| ISBN |
9783030698737 |
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3030698734 |
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9783030698744 |
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3030698742 |
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