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Spatial Data and Intelligence : First International Conference, SpatialDI 2020, Virtual Event, May 8-9, 2020, Proceedings / edited by Xiaofeng Meng, Xing Xie, Yang Yue, Zhiming Ding.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 12567
- Information Systems and Applications, incl. Internet/Web, and HCI ; 12567
- Language:
- English
- Subjects (All):
- Application software.
- Image processing-Digital techniques.
- Computer vision.
- Computer networks.
- Computer systems.
- Machine learning.
- Computer and Information Systems Applications.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Communication Networks.
- Computer System Implementation.
- Machine Learning.
- Local Subjects:
- Computer and Information Systems Applications.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Communication Networks.
- Computer System Implementation.
- Machine Learning.
- Physical Description:
- 1 online resource (X, 291 pages) : 141 illustrations, 99 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- 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.
- 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. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-69873-7
- 9783030698737
- Access Restriction:
- Restricted for use by site license.
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