| TÃtulo : |
Spatial Data and Intelligence : First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings / |
| Tipo de documento: |
documento electrónico |
| Autores: |
Meng, Xiaofeng, ; Xie, Xing, ; Yue, Yang, ; Ding, Zhiming, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
X, 291 p. 141 ilustraciones, 99 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-69873-7 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Software de la aplicacion Procesamiento de imágenes Visión por computador Red de computadoras Sistemas informáticos Aprendizaje automático Aplicaciones informáticas y de sistemas de información Imágenes por computadora visión reconocimiento de patrones y gráficos Redes de comunicación informática Implementación de sistema informático |
| Clasificación: |
005.3 Ciencia de los computadores (Programas) |
| Resumen: |
Este libro constituye las actas de la Primera Conferencia Internacional sobre Inteligencia y Datos Espaciales, SpatialDI 2020, que se celebró del 8 al 9 de mayo de 2020. Se planeó que la conferencia se llevara a cabo en Shenzhen, China, y se cambió a un formato en lÃnea debido a la pandemia de COVID-19. Los 21 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 50 presentaciones. Estaban organizados en secciones temáticas denominadas: gestión del tráfico; Ciencia de los datos; y ciencia de la visualización. |
| Nota de contenido: |
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. . |
| Tipo de medio : |
Computadora |
| 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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Spatial Data and Intelligence : First International Conference, SpatialDI 2020, Virtual Event, May 8–9, 2020, Proceedings / [documento electrónico] / Meng, Xiaofeng, ; Xie, Xing, ; Yue, Yang, ; Ding, Zhiming, . - 1 ed. . - [s.l.] : Springer, 2021 . - X, 291 p. 141 ilustraciones, 99 ilustraciones en color. ISBN : 978-3-030-69873-7 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
| Palabras clave: |
Software de la aplicacion Procesamiento de imágenes Visión por computador Red de computadoras Sistemas informáticos Aprendizaje automático Aplicaciones informáticas y de sistemas de información Imágenes por computadora visión reconocimiento de patrones y gráficos Redes de comunicación informática Implementación de sistema informático |
| Clasificación: |
005.3 Ciencia de los computadores (Programas) |
| Resumen: |
Este libro constituye las actas de la Primera Conferencia Internacional sobre Inteligencia y Datos Espaciales, SpatialDI 2020, que se celebró del 8 al 9 de mayo de 2020. Se planeó que la conferencia se llevara a cabo en Shenzhen, China, y se cambió a un formato en lÃnea debido a la pandemia de COVID-19. Los 21 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 50 presentaciones. Estaban organizados en secciones temáticas denominadas: gestión del tráfico; Ciencia de los datos; y ciencia de la visualización. |
| Nota de contenido: |
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. . |
| Tipo de medio : |
Computadora |
| 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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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