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020 _a9783030698737
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024 7 _a10.1007/978-3-030-69873-7
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072 7 _aUB
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072 7 _aCOM005000
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072 7 _aUX
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082 0 4 _a005.3
_223
245 1 0 _aSpatial Data and Intelligence
_h[electronic resource] :
_bFirst International Conference, SpatialDI 2020, Virtual Event, May 8-9, 2020, Proceedings /
_cedited by Xiaofeng Meng, Xing Xie, Yang Yue, Zhiming Ding.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aX, 291 p. 141 illus., 99 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v12567
505 0 _aTraffic 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. .
520 _aThis 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.
650 0 _aApplication software.
_988396
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_988398
650 0 _aComputer networks .
_931572
650 0 _aComputer systems.
_988400
650 0 _aMachine learning.
_91831
650 1 4 _aComputer and Information Systems Applications.
_988402
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aComputer Communication Networks.
_988404
650 2 4 _aComputer System Implementation.
_938514
650 2 4 _aMachine Learning.
_91831
700 1 _aMeng, Xiaofeng.
_eeditor.
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700 1 _aXie, Xing.
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700 1 _aYue, Yang.
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_4http://id.loc.gov/vocabulary/relators/edt
_988409
700 1 _aDing, Zhiming.
_eeditor.
_4edt
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_988410
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783030698744
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
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_988413
856 4 0 _uhttps://doi.org/10.1007/978-3-030-69873-7
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