LEADER 05671nam 22007455 450 001 9910855382803321 005 20240430124829.0 010 $a981-9729-66-1 024 7 $a10.1007/978-981-97-2966-1 035 $a(CKB)31801385000041 035 $a(MiAaPQ)EBC31311076 035 $a(Au-PeEL)EBL31311076 035 $a(MiAaPQ)EBC31319823 035 $a(Au-PeEL)EBL31319823 035 $a(DE-He213)978-981-97-2966-1 035 $a(EXLCZ)9931801385000041 100 $a20240430d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSpatial Data and Intelligence $e5th China Conference, SpatialDI 2024, Nanjing, China, April 25?27, 2024, Proceedings /$fedited by Xiaofeng Meng, Xueying Zhang, Danhuai Guo, Di Hu, Bolong Zheng, Chunju Zhang 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (364 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14619 311 $a981-9729-65-3 327 $a -- 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. 330 $aThis book constitutes the refereed post proceedings of the 5th China Conference on Spatial Data and Intelligence, SpatialDI 2024, held in Nanjing, China, during April 25?27, 2024. The 25 full papers included in this book were carefully reviewed and selected from 95 submissions. They were organized in topical sections as follows: Spatiotemporal Data Analysis, Spatiotemporal Data Mining, Spatiotemporal Data Prediction, Remote Sensing Data Classification and Applications of Spatiotemporal Data Mining. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14619 606 $aApplication software 606 $aComputer networks 606 $aElectronic digital computers$xEvaluation 606 $aComputer systems 606 $aInformation storage and retrieval systems 606 $aComputer and Information Systems Applications 606 $aComputer Communication Networks 606 $aSystem Performance and Evaluation 606 $aComputer System Implementation 606 $aInformation Storage and Retrieval 615 0$aApplication software. 615 0$aComputer networks. 615 0$aElectronic digital computers$xEvaluation. 615 0$aComputer systems. 615 0$aInformation storage and retrieval systems. 615 14$aComputer and Information Systems Applications. 615 24$aComputer Communication Networks. 615 24$aSystem Performance and Evaluation. 615 24$aComputer System Implementation. 615 24$aInformation Storage and Retrieval. 676 $a005.3 700 $aMeng$b Xiaofeng$0960613 701 $aZhang$b Xueying$01737368 701 $aGuo$b Danhuai$01737369 701 $aHu$b Di$01737370 701 $aZheng$b Bolong$01737371 701 $aZhang$b Chunju$01737372 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910855382803321 996 $aSpatial Data and Intelligence$94159068 997 $aUNINA