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ORCIDGeoAI@SIGSPATIAL 2024: Atlanta, GA, USA
- Song Gao, Gengchen Mai, Shawn D. Newsam, Lexie Yang, Dalton D. Lunga, Di Zhu, Bruno Martins, Samantha T. Arundel:
Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1176-3 - Nicole R. Schneider
, Avik Das, Kent O'Sullivan, Hanan Samet:
Cross-Lingual Clustering Using Large Language Models. 1-10 - Sheng Wang, Di Zhu:
Edge Activating Module: Learning edge-to-edge features for mobility flow generation. 11-14 - Daniel S. Adams, Taylor Hauser, Hsiuhan Lexie Yang, Peter Li:
Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification. 15-26 - Hari Krishna Gadi, Lu Liu, Liqiu Meng:
Road Networks Matching Supercharged With Embeddings. 27-37 - Athanasios Tsiligkaridis, Nicholas Kalinowski, Zhongheng Li, Elizabeth Hou:
Encoding Agent Trajectories as Representations with Sequence Transformers. 38-49 - Lei Hu, Wenwen Li, Yunqiang Zhu:
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning. 50-53 - Piotr Gramacki, Bruno Martins, Piotr Szymanski:
Evaluation of Code LLMs on Geospatial Code Generation. 54-62 - Jielu Zhang, Zhongliang Zhou, Gengchen Mai, Mengxuan Hu, Zihan Guan, Sheng Li, Lan Mu:
Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models. 63-66 - Songxi Yang, Bo Peng, Tang Sui, Qunying Huang:
Self-supervised Pretraining with Edge Guidance for Building Damage Assessment. 67-70 - Ya Wen, Yulun Zhou:
Demo2Vec: Learning Region Embedding with Demographic Information. 71-74 - Sizhe Wang, Wenwen Li:
Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification. 75-78 - Sravan Jayati, Eric Choi, Henry Burton, Shawn D. Newsam:
Leveraging Large Multimodal Models to Augment Image-Based Building Damage Assessment. 79-85 - Jiyoon Pyo, Yao-Yi Chiang:
Leveraging Large Language Models for Generating Labeled Mineral Site Record Linkage Data. 86-98 - Ivan Majic, Zhangyu Wang, Krzysztof Janowicz, Mina Karimi:
Spatial Task-Explicity Matters in Prompting Large Multimodal Models for Spatial Planning. 99-105 - Guiye Li, Guofeng Cao:
Neural process for uncertainty-aware geospatial modeling. 106-109 - Theresa Chen, Yao-Yi Chiang:
MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling. 110-120
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