Spatial Data and Intelligence (Record no. 87948)
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control field | 978-981-97-2966-1 |
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control field | 20240730172015.0 |
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fixed length control field | 240430s2024 si | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9789819729661 |
-- | 978-981-97-2966-1 |
082 04 - CLASSIFICATION NUMBER | |
Call Number | 005.3 |
245 10 - TITLE STATEMENT | |
Title | Spatial Data and Intelligence |
Sub Title | 5th China Conference, SpatialDI 2024, Nanjing, China, April 25-27, 2024, Proceedings / |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 2024. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | XIII, 358 p. 151 illus., 136 illus. in color. |
490 1# - SERIES STATEMENT | |
Series statement | Lecture Notes in Computer Science, |
505 0# - FORMATTED CONTENTS NOTE | |
Remark 2 | -- Spatiotemporal Data Analysis. -- Multi-view Contrastive Clustering with Clustering Guidance and Adaptive Auto-en-coders. -- Cloud-Edge Collaborative Continual Adaptation for ITS Object Detection. -- Understanding Spatial Dependency among Spatial Interactions. -- An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance. -- Structure and Semantic Contrastive Learning for Nodes Clustering in Heterogeneous Information Networks. -- Accuracy Evaluation Method for Vector Data Based on Hexagonal Discrete Global Grid. -- Applying Segment Anything Model to Ground-Based Video Surveillance for Identify-ing Aquatic Plant. -- Spatiotemporal Data Mining. -- Mining Regional High Utility Co-location Pattern. -- Local Co-location Pattern Mining Based on Regional Embedding. -- RCPM_RLM: A Regional Co-location Pattern Mining Method Based on Representa-tion Learning Model. -- Construction of a Large-Scale Maritime Elements Semantic Schema Based on Hetero-geneous Graph Models. -- OCGATL: One-Class Graph Attention Networks with Transformation Learning for Anomaly Detection For Argo Data. -- RGCNdist2vec: Using Graph Convolutional Networks and Distance2Vector to Esti-mate Shortest Path Distance along Road Networks. -- Self-supervised Graph Neural Network based Community Search over Heterogeneous Information Networks. -- Measurement and Research on the Conflict between Residential Space and Tourism Space in Pianyan Ancient Township. -- Spatiotemporal Data Prediction. -- Spatio-Temporal Sequence Prediction Of Diversion Tunnel Based On Machine Learn-ing Multivariate Data Fusion. -- DyAdapTransformer: Dynamic Adaptive Spatial-Temporal Graph Transformer for Traffic Prediction. -- Predicting Future Spatio-Temporal States Using a Robust Causal Graph Attention Model. -- Remote Sensing Data Classification. -- MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification. -- Convolutional Neural Network Based on Multiple Attention Mechanisms for Hyper-spectral and LiDAR Classification. -- Few-shot Learning Remote Scene Classification Based On DC-2DEC. -- Applications of Spatiotemporal Data Mining. -- Neural HD Map Generation from Multiple Vectorized Tiles Locally Produced by Au-tonomous Vehicles. -- Trajectory Data Semi-fragile Watermarking Algorithm Considering Spatiotemporal Features. -- HPO-LGBM-DRI: Dynamic Recognition Interval Estimation for Imbalanced Fraud Call via HPO-LGBM. -- A Review on Urban Modelling for Future Smart Cities. |
520 ## - SUMMARY, ETC. | |
Summary, etc | This book constitutes the refereed post proceedings of the 5th China Conference on Spatial Data and Intelligence, SpatialDI 2024, held in Nanjing, China, during April 25-27, 2024. The 25 full papers included in this book were carefully reviewed and selected from 95 submissions. They were organized in topical sections as follows: Spatiotemporal Data Analysis, Spatiotemporal Data Mining, Spatiotemporal Data Prediction, Remote Sensing Data Classification and Applications of Spatiotemporal Data Mining. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
General subdivision | Evaluation. |
700 1# - AUTHOR 2 | |
Author 2 | Meng, Xiaofeng. |
700 1# - AUTHOR 2 | |
Author 2 | Zhang, Xueying. |
700 1# - AUTHOR 2 | |
Author 2 | Guo, Danhuai. |
700 1# - AUTHOR 2 | |
Author 2 | Hu, Di. |
700 1# - AUTHOR 2 | |
Author 2 | Zheng, Bolong. |
700 1# - AUTHOR 2 | |
Author 2 | Zhang, Chunju. |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | https://doi.org/10.1007/978-981-97-2966-1 |
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Koha item type | eBooks |
264 #1 - | |
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-- | Springer Nature Singapore : |
-- | Imprint: Springer, |
-- | 2024. |
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-- | Computer networks . |
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-- | Electronic digital computers |
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-- | Computer systems. |
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-- | Information storage and retrieval systems. |
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-- | Computer and Information Systems Applications. |
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-- | Computer Communication Networks. |
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-- | System Performance and Evaluation. |
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