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@inproceedings{DBLP:conf/geoai/AdamsHYL24,
author = {Daniel S. Adams and
Taylor Hauser and
Hsiuhan Lexie Yang and
Peter Li},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Multivariate Testing of Sampling Techniques to Address Class Imbalance
in Building Use Type Classification},
booktitle = {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},
pages = {15--26},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698282},
doi = {10.1145/3687123.3698282},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/AdamsHYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/ChenC24,
author = {Theresa Chen and
Yao{-}Yi Chiang},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution
Modelling},
booktitle = {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},
pages = {110--120},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698297},
doi = {10.1145/3687123.3698297},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/ChenC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/GadiLM24,
author = {Hari Krishna Gadi and
Lu Liu and
Liqiu Meng},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Road Networks Matching Supercharged With Embeddings},
booktitle = {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},
pages = {27--37},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698283},
doi = {10.1145/3687123.3698283},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/GadiLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/GramackiMS24,
author = {Piotr Gramacki and
Bruno Martins and
Piotr Szymanski},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Evaluation of Code LLMs on Geospatial Code Generation},
booktitle = {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},
pages = {54--62},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698286},
doi = {10.1145/3687123.3698286},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/GramackiMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/Hu0Z24,
author = {Lei Hu and
Wenwen Li and
Yunqiang Zhu},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning},
booktitle = {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},
pages = {50--53},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698285},
doi = {10.1145/3687123.3698285},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/Hu0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/JayatiCBN24,
author = {Sravan Jayati and
Eric Choi and
Henry Burton and
Shawn D. Newsam},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Leveraging Large Multimodal Models to Augment Image-Based Building
Damage Assessment},
booktitle = {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},
pages = {79--85},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698291},
doi = {10.1145/3687123.3698291},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/JayatiCBN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/LiC24,
author = {Guiye Li and
Guofeng Cao},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Neural process for uncertainty-aware geospatial modeling},
booktitle = {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},
pages = {106--109},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698294},
doi = {10.1145/3687123.3698294},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/LiC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/MajicWJK24,
author = {Ivan Majic and
Zhangyu Wang and
Krzysztof Janowicz and
Mina Karimi},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Spatial Task-Explicity Matters in Prompting Large Multimodal Models
for Spatial Planning},
booktitle = {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},
pages = {99--105},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698293},
doi = {10.1145/3687123.3698293},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/MajicWJK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/PyoC24,
author = {Jiyoon Pyo and
Yao{-}Yi Chiang},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Leveraging Large Language Models for Generating Labeled Mineral Site
Record Linkage Data},
booktitle = {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},
pages = {86--98},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698298},
doi = {10.1145/3687123.3698298},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/PyoC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/SchneiderDOS24,
author = {Nicole R. Schneider and
Avik Das and
Kent O'Sullivan and
Hanan Samet},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Cross-Lingual Clustering Using Large Language Models},
booktitle = {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},
pages = {1--10},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698280},
doi = {10.1145/3687123.3698280},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/SchneiderDOS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/TsiligkaridisKL24,
author = {Athanasios Tsiligkaridis and
Nicholas Kalinowski and
Zhongheng Li and
Elizabeth Hou},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Encoding Agent Trajectories as Representations with Sequence Transformers},
booktitle = {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},
pages = {38--49},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698284},
doi = {10.1145/3687123.3698284},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/TsiligkaridisKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/Wang024,
author = {Sizhe Wang and
Wenwen Li},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Enhancing GeoAI and location encoding with spatial point pattern statistics:
{A} Case Study of Terrain Feature Classification},
booktitle = {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},
pages = {75--78},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698290},
doi = {10.1145/3687123.3698290},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/Wang024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/WangZ24,
author = {Sheng Wang and
Di Zhu},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Edge Activating Module: Learning edge-to-edge features for mobility
flow generation},
booktitle = {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},
pages = {11--14},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698281},
doi = {10.1145/3687123.3698281},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/WangZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/WenZ24,
author = {Ya Wen and
Yulun Zhou},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Demo2Vec: Learning Region Embedding with Demographic Information},
booktitle = {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},
pages = {71--74},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698289},
doi = {10.1145/3687123.3698289},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/WenZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/YangPSH24,
author = {Songxi Yang and
Bo Peng and
Tang Sui and
Qunying Huang},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Self-supervised Pretraining with Edge Guidance for Building Damage
Assessment},
booktitle = {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},
pages = {67--70},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698288},
doi = {10.1145/3687123.3698288},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/YangPSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/ZhangZMH00M24,
author = {Jielu Zhang and
Zhongliang Zhou and
Gengchen Mai and
Mengxuan Hu and
Zihan Guan and
Sheng Li and
Lan Mu},
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via
Text-Guided Visual Foundation Models},
booktitle = {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},
pages = {63--66},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123.3698287},
doi = {10.1145/3687123.3698287},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/ZhangZMH00M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/geoai/2024,
editor = {Song Gao and
Gengchen Mai and
Shawn D. Newsam and
Lexie Yang and
Dalton D. Lunga and
Di Zhu and
Bruno Martins and
Samantha T. Arundel},
title = {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},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3687123},
doi = {10.1145/3687123},
isbn = {979-8-4007-1176-3},
timestamp = {Thu, 21 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/0002LWHA23,
author = {Wenwen Li and
Hyunho Lee and
Sizhe Wang and
Chia{-}Yu Hsu and
Samantha T. Arundel},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Assessment of a new GeoAI foundation model for flood inundation mapping},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {102--109},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627747},
doi = {10.1145/3615886.3627747},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/0002LWHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/0002YZKT23,
author = {Ziyue Li and
Hao Yan and
Chen Zhang and
Wolfgang Ketter and
Fugee Tsung},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Tensor Dirichlet Process Multinomial Mixture Model with Graphs for
Passenger Trajectory Clustering},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {121--128},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627749},
doi = {10.1145/3615886.3627749},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/0002YZKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/Arundel0C23,
author = {Samantha T. Arundel and
Wenwen Li and
Bryan B. Campbell},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Reimagining standardization and geospatial interoperability in today's
GeoAI culture},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {83--84},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627744},
doi = {10.1145/3615886.3627744},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/Arundel0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/DonghiM23,
author = {Daniele Donghi and
Anne Morvan},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {3--13},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627750},
doi = {10.1145/3615886.3627750},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/DonghiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/EickMCZ23,
author = {Christoph F. Eick and
Md. Mahin and
Guoning Chen and
Honghai Zhang},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {On Threshold Correlation with Application to Studying the Relationship
of Temperature and Relative Humidity},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {53--62},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627741},
doi = {10.1145/3615886.3627741},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/EickMCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/Goncalves0E23,
author = {Miguel Gon{\c{c}}alves and
Bruno Martins and
Jacinto Estima},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {A Detailed Analysis on the Use of General-purpose Vision Transformers
for Remote Sensing Image Segmentation},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {20--29},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627751},
doi = {10.1145/3615886.3627751},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/Goncalves0E23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/GramackiLRWPS23,
author = {Piotr Gramacki and
Kacper Lesniara and
Kamil Raczycki and
Szymon Wozniak and
Marcin Przymus and
Piotr Szymanski},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {{SRAI:} Towards Standardization of Geospatial {AI}},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {43--52},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627740},
doi = {10.1145/3615886.3627740},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/GramackiLRWPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/Heller-KaikovPW23,
author = {Betty Heller{-}Kaikov and
Roland Pail and
Martin Werner},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Signal Separation in Global, Temporal Gravity Data},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {73--82},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627743},
doi = {10.1145/3615886.3627743},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/Heller-KaikovPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/LiangN23,
author = {Haolin Liang and
Shawn D. Newsam},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Plane Segmentation in Outdoor Imagery: Unsupervised Training Using
Synthetic Data},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {95--101},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627746},
doi = {10.1145/3615886.3627746},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/LiangN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/MalviSCPAK23,
author = {Shrey Malvi and
Hitansh Shah and
Niketan Chandarana and
Mirali Purohit and
Jacob B. Adler and
Hannah Kerner},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Automated Multi-class Crater Segmentation in Mars Orbital Images},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {110--120},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627748},
doi = {10.1145/3615886.3627748},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/MalviSCPAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/MooneyCGJ23,
author = {Peter Mooney and
Wencong Cui and
Boyuan Guan and
Levente Juh{\'{a}}sz},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Towards Understanding the Geospatial Skills of ChatGPT: Taking a Geographic
Information Systems {(GIS)} Exam},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {85--94},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627745},
doi = {10.1145/3615886.3627745},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/MooneyCGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/OchiaiTSHU23,
author = {Keiichi Ochiai and
Masayuki Terada and
Hiroaki Sano and
Makoto Hanashima and
Yuichiro Usuda},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Anomaly Detection for Population Dynamics using Autoencoder Leveraging
Periodic Residual Component in Disaster Situations},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {34--42},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627739},
doi = {10.1145/3615886.3627739},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/OchiaiTSHU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/QuR0ZCS0MH23,
author = {Yuxiao Qu and
Jinmeng Rao and
Song Gao and
Qianheng Zhang and
Wei{-}Lun Chao and
Yu Su and
Michelle Miller and
Alfonso Morales and
Patrick R. Huber},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {{FLEE-GNN:} {A} Federated Learning System for Edge-Enhanced Graph
Neural Network in Analyzing Geospatial Resilience of Multicommodity
Food Flows},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {63--72},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627742},
doi = {10.1145/3615886.3627742},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/QuR0ZCS0MH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/RobinsonCGL23,
author = {Anthony C. Robinson and
Arzu {\c{C}}{\"{o}}ltekin and
Amy L. Griffin and
Florian Ledermann},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Cartography in GeoAI: Emerging Themes and Research Challenges},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {1--2},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627734},
doi = {10.1145/3615886.3627734},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/RobinsonCGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/SYMGS23,
author = {Girisha S and
Hrishikesh Singh Yadav and
Divyanshu Manawat and
Savitha G. and
Shreesha Surathkal},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Self-Attention Driven Decoder for {SAR} Image-based Semantic Flood
Zone Segmentation},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {14--19},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627736},
doi = {10.1145/3615886.3627736},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/geoai/SYMGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/XiaJH23,
author = {Xue Xia and
Chenjing Jiao and
Lorenz Hurni},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Contrastive Pretraining for Railway Detection: Unveiling Historical
Maps with Transformers},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {30--33},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627738},
doi = {10.1145/3615886.3627738},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/XiaJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/geoai/2023,
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886},
doi = {10.1145/3615886},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/0002HWWL22,
author = {Wenwen Li and
Chia{-}Yu Hsu and
Sizhe Wang and
Chandi Witharana and
Anna Liljedahl},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Real-time GeoAI for high-resolution mapping and segmentation of arctic
permafrost features: the case of ice-wedge polygons},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {62--65},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565869},
doi = {10.1145/3557918.3565869},
timestamp = {Thu, 17 Nov 2022 17:04:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/0002HWWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/AbboudZT22,
author = {Mohammad Abboud and
Karine Zeitouni and
Yehia Taher},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Fine-grained location prediction of non geo-tagged tweets: a multi-view
learning approach},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {82--91},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565875},
doi = {10.1145/3557918.3565875},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/AbboudZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/AydinOH22,
author = {Orhun Aydin and
Carlos Osorio{-}Murillo and
Cheng{-}Chia Huang},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Density-based cluster detection at multiple spatial scales via kullback-leibler
divergence of reachability profiles},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {66--75},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565870},
doi = {10.1145/3557918.3565870},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/AydinOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LesniaraS22,
author = {Kacper Lesniara and
Piotr Szymanski},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {highway2vec: representing OpenStreetMap microregions with respect
to their road network characteristics},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {18--29},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565865},
doi = {10.1145/3557918.3565865},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LesniaraS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LuoZ22,
author = {Peng Luo and
Di Zhu},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Sensing overlapping geospatial communities from human movements using
graph affiliation generation models},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {1--9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565862},
doi = {10.1145/3557918.3565862},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/LuoZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/NamgungC22,
author = {Min Namgung and
Yao{-}Yi Chiang},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Incorporating spatial context for post-OCR in map images},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {14--17},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565864},
doi = {10.1145/3557918.3565864},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/NamgungC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SilvaMT022,
author = {Jo{\~{a}}o Daniel Silva and
Jo{\~{a}}o Magalh{\~{a}}es and
Devis Tuia and
Bruno Martins},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Remote sensing visual question answering with a self-attention multi-modal
encoder},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {40--49},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565874},
doi = {10.1145/3557918.3565874},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/SilvaMT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/TangZZJL22,
author = {Jun Tang and
Haoxiang Zhang and
Binjie Zhang and
Jiahui Jin and
Yan Lyu},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {{SPEMI:} normalizing spatial imbalance with spatial eminence transformer
for citywide region embedding},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {92--95},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565873},
doi = {10.1145/3557918.3565873},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/TangZZJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WangZ22,
author = {Yi Wang and
Di Zhu},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {{SHGCN:} a hypergraph-based deep learning model for spatiotemporal
traffic flow prediction},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {30--39},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565866},
doi = {10.1145/3557918.3565866},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/WangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WuH22,
author = {Meiliu Wu and
Qunying Huang},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {IM2City: image geo-localization via multi-modal learning},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {50--61},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565868},
doi = {10.1145/3557918.3565868},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/WuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WuSHH22,
author = {Sidi Wu and
Raimund Schn{\"{u}}rer and
Magnus Heitzler and
Lorenz Hurni},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Unsupervised historical map registration by a deformation neural network},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {76--81},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565871},
doi = {10.1145/3557918.3565871},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/WuSHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ZhuGC22,
author = {Di Zhu and
Song Gao and
Guofeng Cao},
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Towards the intelligent era of spatial analysis and modeling},
booktitle = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
pages = {10--13},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918.3565863},
doi = {10.1145/3557918.3565863},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/ZhuGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2022geoai,
editor = {Dalton D. Lunga and
Shawn D. Newsam},
title = {Proceedings of the 5th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington,
1 November 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557918},
doi = {10.1145/3557918},
isbn = {978-1-4503-9532-8},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2022geoai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BowmanY21,
author = {Jordan Bowman and
Lexie Yang},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Few-shot Learning for Post-disaster Structure Damage Assessment},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {27--32},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491071},
doi = {10.1145/3486635.3491071},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/BowmanY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ChenOZA21,
author = {Ying Chen and
Xu Ouyang and
Kaiyue Zhu and
Gady Agam},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised
Domain Adaptation},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {9--16},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491069},
doi = {10.1145/3486635.3491069},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/ChenOZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/GuravDTF21,
author = {Rutuja Gurav and
Debraj De and
Gautam S. Thakur and
Junchuan Fan},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Conflation of Geospatial {POI} Data and Ground-level Imagery via Link
Prediction on Joint Semantic Graph},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {5--8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491068},
doi = {10.1145/3486635.3491068},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/GuravDTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/IyerHWWOGP21,
author = {C. V. Krishnakumar Iyer and
Feili Hou and
Henry Wang and
Yonghong Wang and
Kay Oh and
Swetava Ganguli and
Vipul Pandey},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Trinity: {A} No-Code {AI} platform for complex spatial datasets},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {33--42},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491072},
doi = {10.1145/3486635.3491072},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/IyerHWWOGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/KraviKKR21,
author = {Elad Kravi and
Yaron Kanza and
Benny Kimelfeld and
Roi Reichart},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Location Classification Based on Tweets},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {51--60},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491075},
doi = {10.1145/3486635.3491075},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/KraviKKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LeveringMHT21,
author = {Alex Levering and
Diego Marcos and
Ilan Havinga and
Devis Tuia},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Cross-Modal Learning of Housing Quality in Amsterdam},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {1--4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491067},
doi = {10.1145/3486635.3491067},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LeveringMHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiGYCK21,
author = {Zekun Li and
Runyu Guan and
Qianmu Yu and
Yao{-}Yi Chiang and
Craig A. Knoblock},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Synthetic Map Generation to Provide Unlimited Training Data for Historical
Map Text Detection},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {17--26},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491070},
doi = {10.1145/3486635.3491070},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LiGYCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/RahmanSY021,
author = {Md Mostafijur Rahman and
Arpan Man Sainju and
Da Yan and
Zhe Jiang},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {Mapping Road Safety Barriers Across Street View Image Sequences: {A}
Hybrid Object Detection and Recurrent Model},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {47--50},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491074},
doi = {10.1145/3486635.3491074},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/RahmanSY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Rao0Z21,
author = {Jinmeng Rao and
Song Gao and
Xiaojin Zhu},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {{VTSV:} {A} Privacy-Preserving Vehicle Trajectory Simulation and Visualization
Platform Using Deep Reinforcement Learning},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {43--46},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491073},
doi = {10.1145/3486635.3491073},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/Rao0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WozniakS21,
author = {Szymon Wozniak and
Piotr Szymanski},
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {hex2vec: Context-Aware Embedding {H3} Hexagons with OpenStreetMap
Tags},
booktitle = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
pages = {61--71},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635.3491076},
doi = {10.1145/3486635.3491076},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/WozniakS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2021geoai,
editor = {Dalton D. Lunga and
Hsiuhan Lexie Yang and
Song Gao and
Bruno Martins and
Yingjie Hu and
Xueqing Deng and
Shawn D. Newsam},
title = {GeoAI@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL} International
Workshop on {AI} for Geographic Knowledge Discovery, Beijing, China,
November 2, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486635},
doi = {10.1145/3486635},
isbn = {978-1-4503-9120-7},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2021geoai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ChenOA19,
author = {Ying Chen and
Xu Ouyang and
Gady Agam},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {ChangeNet: Learning to Detect Changes in Satellite Images},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {24--31},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365232},
doi = {10.1145/3356471.3365232},
timestamp = {Fri, 27 Mar 2020 14:16:43 +0100},
biburl = {https://dblp.org/rec/conf/gis/ChenOA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/DorjiPSS19,
author = {Ugyen Jigten Dorji and
Anon Plangprasopchok and
Navaporn Surasvadi and
Chaiyaphum Siripanpornchana},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {A machine learning approach to estimate median income levels of sub-districts
in Thailand using satellite and geospatial data},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {11--14},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365230},
doi = {10.1145/3356471.3365230},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/DorjiPSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/KrummK19,
author = {John Krumm and
Kora Krumm},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Land Use Inference from Mobility Traces},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {1--4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365227},
doi = {10.1145/3356471.3365227},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/KrummK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LawN19,
author = {Stephen Law and
Mateo Neira},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {An unsupervised approach to geographical knowledge discovery using
street level and street network images},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {56--65},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365238},
doi = {10.1145/3356471.3365238},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LawN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiH19,
author = {Yanhua Li and
Weixiao Huang},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Imitation Learning from Human-Generated Spatial-Temporal Data},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {9--10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365229},
doi = {10.1145/3356471.3365229},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LiH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiangN19,
author = {Haolin Liang and
Shawn D. Newsam},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Estimating the Spatial Resolution of Very High-Resolution Overhead
Imagery},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {77--80},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365241},
doi = {10.1145/3356471.3365241},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LiangN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/MaiTLZZY19,
author = {Ke Mai and
Wei Tu and
Qingquan Li and
Tianzhong Zhao and
Yatao Zhang and
Haoyu Ye},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {{STIETR:} Spatial-temporal Intelligent E-Taxi Recommendation System
Using {GPS} Trajectories},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {5--8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365228},
doi = {10.1145/3356471.3365228},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/MaiTLZZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/PengLMH19,
author = {Bo Peng and
Xinyi Liu and
Zonglin Meng and
Qunying Huang},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Urban Flood Mapping with Residual Patch Similarity Learning},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {40--47},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365235},
doi = {10.1145/3356471.3365235},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/PengLMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SnyderKCE19,
author = {Luke S. Snyder and
Morteza Karimzadeh and
Ray Chen and
David S. Ebert},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {City-level Geolocation of Tweets for Real-time Visual Analytics},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {85--88},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365243},
doi = {10.1145/3356471.3365243},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/SnyderKCE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SolimanT19,
author = {Aiman Soliman and
Jeffrey A. Terstriep},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Keras Spatial: Extending deep learning frameworks for preprocessing
and on-the-fly augmentation of geospatial data},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {69--76},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365240},
doi = {10.1145/3356471.3365240},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/SolimanT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/TavakkolCWHPK19,
author = {Sasan Tavakkol and
Yao{-}Yi Chiang and
Tim Waters and
Feng Han and
Kisalaya Prasad and
Raimondas Kiveris},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Kartta Labs: Unrendering Historical Maps},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {48--51},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365236},
doi = {10.1145/3356471.3365236},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/TavakkolCWHPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XinA19,
author = {Yanan Xin and
Paul R. Adler},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Mapping Miscanthus Using Multi-Temporal Convolutional Neural Network
and Google Earth Engine},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {81--84},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365242},
doi = {10.1145/3356471.3365242},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/XinA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XingGSWMM0HC19,
author = {Tengfei Xing and
Yang Gu and
Zhichao Song and
Zhihui Wang and
Yiping Meng and
Nan Ma and
Pengfei Xu and
Runbo Hu and
Hua Chai},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {A Traffic Sign Discovery Driven System for Traffic Rule Updating},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {52--55},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365237},
doi = {10.1145/3356471.3365237},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/XingGSWMM0HC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/YangJ19,
author = {Jiue{-}An Yang and
Marta M. Jankowska},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Contextualizing Space and Time for GeoAI JITAIs (Just-in-Time Adaptive
Interventions)},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {66--68},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365239},
doi = {10.1145/3356471.3365239},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/YangJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/YinSHVWSZZN19,
author = {Yifang Yin and
Abhinav Sunderrajan and
Xiaocheng Huang and
Jagannadan Varadarajan and
Guanfeng Wang and
Dhruva Sahrawat and
Ying Zhang and
Roger Zimmermann and
See{-}Kiong Ng},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Multi-scale Graph Convolutional Network for Intersection Detection
from {GPS} Trajectories},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {36--39},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365234},
doi = {10.1145/3356471.3365234},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/YinSHVWSZZN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/YinXZGBZ19,
author = {Zhengcong Yin and
Haoyi Xiong and
Xun Zhou and
Daniel W. Goldberg and
David A. Bennett and
Chong Zhang},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {A Deep Learning based Illegal Parking Detection Platform},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {32--35},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365233},
doi = {10.1145/3356471.3365233},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/YinXZGBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/YuanC19,
author = {Xiaoyi Yuan and
Andrew T. Crooks},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Assessing the placeness of locations through user-contributed content},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {15--23},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365231},
doi = {10.1145/3356471.3365231},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/YuanC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2019geoai,
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471},
doi = {10.1145/3356471},
isbn = {978-1-4503-6957-2},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2019geoai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/AydinJAL18,
author = {Orhun Aydin and
Mark V. Janikas and
Renato M. Assun{\c{c}}{\~{a}}o and
Ting{-}Hwan Lee},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {{SKATER-CON:} Unsupervised Regionalization via Stochastic Tree Partitioning
within a Consensus Framework Using Random Spanning Trees: Research
Paper},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {33--42},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281554},
doi = {10.1145/3281548.3281554},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/AydinJAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Chow18,
author = {T. Edwin Chow},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {When GeoAI Meets the Crowd},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {52--53},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281551},
doi = {10.1145/3281548.3281551},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/Chow18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ElgarroussiWBE18,
author = {Karima Elgarroussi and
Sujing Wang and
Romita Banerjee and
Christoph F. Eick},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Aconcagua: {A} Novel Spatiotemporal Emotion Change Analysis Framework},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {54--61},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281552},
doi = {10.1145/3281548.3281552},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/ElgarroussiWBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HinsberghGTTXM18,
author = {James Van Hinsbergh and
Nathan Griffiths and
Phillip Taylor and
Alasdair Thomason and
Zhou Xu and
Alex Mouzakitis},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Vehicle Point of Interest Detection Using In-Car Data},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {1--4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281549},
doi = {10.1145/3281548.3281549},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/HinsberghGTTXM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/PourebrahimSTM18,
author = {Nastaran Pourebrahim and
Selima Sultana and
Jean{-}Claude Thill and
Somya D. Mohanty},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Enhancing Trip Distribution Prediction with Twitter Data: Comparison
of Neural Network and Gravity Models},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {5--8},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281555},
doi = {10.1145/3281548.3281555},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/PourebrahimSTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SrivastavaVST18,
author = {Shivangi Srivastava and
John E. Vargas{-}Mu{\~{n}}oz and
David Swinkels and
Devis Tuia},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Multilabel Building Functions Classification from Ground Pictures
using Convolutional Neural Networks},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {43--46},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281559},
doi = {10.1145/3281548.3281559},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/SrivastavaVST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SunDW18,
author = {Tao Sun and
Zonglin Di and
Yin Wang},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Combining Satellite Imagery and {GPS} Data for Road Extraction},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {29--32},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281550},
doi = {10.1145/3281548.3281550},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/SunDW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/SwanLY18,
author = {Benjamin Swan and
Melanie Laverdiere and
Hsiuhan Lexie Yang},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {How Good is Good Enough?: Quantifying the Effects of Training Set
Quality},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {47--51},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281557},
doi = {10.1145/3281548.3281557},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/SwanLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XiYLM18,
author = {Guikai Xi and
Ling Yin and
Ye Li and
Shujiang Mei},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {A Deep Residual Network Integrating Spatial-temporal Properties to
Predict Influenza Trends at an Intra-urban Scale},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {19--28},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281558},
doi = {10.1145/3281548.3281558},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/XiYLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XuPDLJW18,
author = {Yingxiao Xu and
Long Pan and
Chun Du and
Jun Li and
Ning Jing and
Jiangjiang Wu},
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Vision-based UAVs Aerial Image Localization: {A} Survey},
booktitle = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {9--18},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3281548.3281556},
doi = {10.1145/3281548.3281556},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/XuPDLJW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2018geoai,
editor = {Yingjie Hu and
Song Gao and
Shawn D. Newsam and
Dalton D. Lunga},
title = {Proceedings of the 2nd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3281548},
isbn = {978-1-4503-6036-4},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2018geoai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/0002ZHLR17,
author = {Wenwen Li and
Bin Zhou and
Chia{-}Yu Hsu and
Yixing Li and
Fengbo Ren},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Recognizing terrain features on terrestrial surface using a deep learning
model: an example with crater detection},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {33--36},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149814},
doi = {10.1145/3149808.3149814},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/0002ZHLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/CollinsBBRG17,
author = {Charles B. Collins and
John M. Beck and
Susan M. Bridges and
John A. Rushing and
Sara J. Graves},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Deep learning for multisensor image resolution enhancement},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {37--44},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149815},
doi = {10.1145/3149808.3149815},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/CollinsBBRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/DuanCKJFUL17,
author = {Weiwei Duan and
Yao{-}Yi Chiang and
Craig A. Knoblock and
Vinil Jain and
Dan Feldman and
Johannes H. Uhl and
Stefan Leyk},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Automatic alignment of geographic features in contemporary vector
data and historical maps},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {45--54},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149816},
doi = {10.1145/3149808.3149816},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/DuanCKJFUL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/KulkarniG17,
author = {Vaibhav Kulkarni and
Beno{\^{\i}}t Garbinato},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Generating synthetic mobility traffic using RNNs},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {1--4},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149809},
doi = {10.1145/3149808.3149809},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/KulkarniG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LawSS17,
author = {Stephen Law and
Yao Shen and
Chanuki Seresinhe},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {An application of convolutional neural network in street image classification:
the case study of london},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {5--9},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149810},
doi = {10.1145/3149808.3149810},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LawSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiZLGLQ17,
author = {Qing Li and
Jiasong Zhu and
Tao Liu and
Jon Garibaldi and
Qingquan Li and
Guoping Qiu},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Visual landmark sequence-based indoor localization},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {14--23},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149812},
doi = {10.1145/3149808.3149812},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/LiZLGLQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Majic0T17,
author = {Ivan Majic and
Stephan Winter and
Martin Tomko},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Finding equivalent keys in openstreetmap: semantic similarity computation
based on extensional definitions},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {24--32},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149813},
doi = {10.1145/3149808.3149813},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/Majic0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/MurphyPH17,
author = {James Murphy and
Yuanyuan Pao and
Asif Haque},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Image-based classification of {GPS} noise level using convolutional
neural networks for accurate distance estimation},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {10--13},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149811},
doi = {10.1145/3149808.3149811},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/MurphyPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2017geoai,
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808},
doi = {10.1145/3149808},
isbn = {978-1-4503-5498-1},
timestamp = {Sun, 08 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2017geoai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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