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Results
Found 79 publication records. Showing 79 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ziyue Li 0002, Hao Yan, Chen Zhang 0007, Wolfgang Ketter, Fugee Tsung |
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.  |
GeoAI@SIGSPATIAL  |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Betty Heller-Kaikov, Roland Pail, Martin Werner 0001 |
Signal Separation in Global, Temporal Gravity Data. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Mooney, Wencong Cui, Boyuan Guan, Levente Juhász |
Towards Understanding the Geospatial Skills of ChatGPT: Taking a Geographic Information Systems (GIS) Exam. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Xue Xia, Chenjing Jiao, Lorenz Hurni |
Contrastive Pretraining for Railway Detection: Unveiling Historical Maps with Transformers. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Haolin Liang, Shawn D. Newsam |
Plane Segmentation in Outdoor Imagery: Unsupervised Training Using Synthetic Data. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Girisha S, Hrishikesh Singh Yadav, Divyanshu Manawat, Savitha G, Shreesha Surathkal |
Self-Attention Driven Decoder for SAR Image-based Semantic Flood Zone Segmentation. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuxiao Qu, Jinmeng Rao, Song Gao 0001, Qianheng Zhang, Wei-Lun Chao, Yu Su 0001, Michelle Miller 0006, Alfonso Morales, Patrick R. Huber |
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Shawn D. Newsam, Lexie Yang, Gengchen Mai, Bruno Martins 0001, Dalton D. Lunga, Song Gao 0001 (eds.) |
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany, 13 November 2023 |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniele Donghi, Anne Morvan |
GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Shrey Malvi, Hitansh Shah, Niketan Chandarana, Mirali Purohit, Jacob B. Adler, Hannah Kerner |
Automated Multi-class Crater Segmentation in Mars Orbital Images. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Anthony C. Robinson, Arzu Çöltekin, Amy L. Griffin, Florian Ledermann |
Cartography in GeoAI: Emerging Themes and Research Challenges. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenwen Li 0002, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel |
Assessment of a new GeoAI foundation model for flood inundation mapping. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph F. Eick, Md. Mahin, Guoning Chen, Honghai Zhang |
On Threshold Correlation with Application to Studying the Relationship of Temperature and Relative Humidity. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Piotr Gramacki, Kacper Lesniara, Kamil Raczycki, Szymon Wozniak, Marcin Przymus, Piotr Szymanski |
SRAI: Towards Standardization of Geospatial AI. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Samantha T. Arundel, Wenwen Li 0002, Bryan B. Campbell |
Reimagining standardization and geospatial interoperability in today's GeoAI culture. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Miguel Gonçalves, Bruno Martins 0001, Jacinto Estima |
A Detailed Analysis on the Use of General-purpose Vision Transformers for Remote Sensing Image Segmentation. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Keiichi Ochiai, Masayuki Terada, Hiroaki Sano, Makoto Hanashima, Yuichiro Usuda |
Anomaly Detection for Population Dynamics using Autoencoder Leveraging Periodic Residual Component in Disaster Situations. |
GeoAI@SIGSPATIAL |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Wang, Di Zhu 0004 |
SHGCN: a hypergraph-based deep learning model for spatiotemporal traffic flow prediction. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Tang, Haoxiang Zhang 0003, Binjie Zhang, Jiahui Jin, Yan Lyu |
SPEMI: normalizing spatial imbalance with spatial eminence transformer for citywide region embedding. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Orhun Aydin, Carlos Osorio-Murillo, Cheng-Chia Huang |
Density-based cluster detection at multiple spatial scales via kullback-leibler divergence of reachability profiles. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohammad Abboud, Karine Zeitouni, Yehia Taher |
Fine-grained location prediction of non geo-tagged tweets: a multi-view learning approach. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Meiliu Wu, Qunying Huang |
IM2City: image geo-localization via multi-modal learning. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Di Zhu 0004, Song Gao 0001, Guofeng Cao |
Towards the intelligent era of spatial analysis and modeling. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Dalton D. Lunga, Shawn D. Newsam (eds.) |
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2022, Seattle, Washington, 1 November 2022 |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sidi Wu, Raimund Schnürer, Magnus Heitzler, Lorenz Hurni |
Unsupervised historical map registration by a deformation neural network. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Min Namgung, Yao-Yi Chiang |
Incorporating spatial context for post-OCR in map images. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenwen Li 0002, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana, Anna Liljedahl |
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins 0001 |
Remote sensing visual question answering with a self-attention multi-modal encoder. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Peng Luo, Di Zhu 0004 |
Sensing overlapping geospatial communities from human movements using graph affiliation generation models. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Kacper Lesniara, Piotr Szymanski |
highway2vec: representing OpenStreetMap microregions with respect to their road network characteristics. |
GeoAI@SIGSPATIAL |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Szymon Wozniak, Piotr Szymanski |
hex2vec: Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zekun Li 0007, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock |
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Levering, Diego Marcos, Ilan Havinga, Devis Tuia |
Cross-Modal Learning of Housing Quality in Amsterdam. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | C. V. Krishnakumar Iyer, Feili Hou, Henry Wang, Yonghong Wang, Kay Oh, Swetava Ganguli, Vipul Pandey |
Trinity: A No-Code AI platform for complex spatial datasets. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Dalton D. Lunga, Hsiuhan Lexie Yang, Song Gao 0001, Bruno Martins 0001, Yingjie Hu, Xueqing Deng, Shawn D. Newsam (eds.) |
GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, Beijing, China, November 2, 2021 |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Bowman, Lexie Yang |
Few-shot Learning for Post-disaster Structure Damage Assessment. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Md Mostafijur Rahman, Arpan Man Sainju, Da Yan 0001, Zhe Jiang 0001 |
Mapping Road Safety Barriers Across Street View Image Sequences: A Hybrid Object Detection and Recurrent Model. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinmeng Rao, Song Gao 0001, Xiaojin Zhu 0001 |
VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rutuja Gurav, Debraj De, Gautam S. Thakur, Junchuan Fan |
Conflation of Geospatial POI Data and Ground-level Imagery via Link Prediction on Joint Semantic Graph. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam |
Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Elad Kravi, Yaron Kanza, Benny Kimelfeld, Roi Reichart |
Location Classification Based on Tweets. |
GeoAI@SIGSPATIAL |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ke Mai, Wei Tu, Qingquan Li, Tianzhong Zhao, Yatao Zhang, Haoyu Ye |
STIETR: Spatial-temporal Intelligent E-Taxi Recommendation System Using GPS Trajectories. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ugyen Jigten Dorji, Anon Plangprasopchok, Navaporn Surasvadi, Chaiyaphum Siripanpornchana |
A machine learning approach to estimate median income levels of sub-districts in Thailand using satellite and geospatial data. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Haolin Liang, Shawn D. Newsam |
Estimating the Spatial Resolution of Very High-Resolution Overhead Imagery. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanhua Li, Weixiao Huang |
Imitation Learning from Human-Generated Spatial-Temporal Data. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Bo Peng, Xinyi Liu, Zonglin Meng, Qunying Huang |
Urban Flood Mapping with Residual Patch Similarity Learning. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Luke S. Snyder, Morteza Karimzadeh, Ray Chen, David S. Ebert |
City-level Geolocation of Tweets for Real-time Visual Analytics. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Aiman Soliman, Jeffrey A. Terstriep |
Keras Spatial: Extending deep learning frameworks for preprocessing and on-the-fly augmentation of geospatial data. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Law, Mateo Neira |
An unsupervised approach to geographical knowledge discovery using street level and street network images. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | John Krumm, Kora Krumm |
Land Use Inference from Mobility Traces. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengcong Yin, Haoyi Xiong, Xun Zhou, Daniel W. Goldberg, David A. Bennett, Chong Zhang |
A Deep Learning based Illegal Parking Detection Platform. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiue-An Yang, Marta M. Jankowska |
Contextualizing Space and Time for GeoAI JITAIs (Just-in-Time Adaptive Interventions). |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sasan Tavakkol, Yao-Yi Chiang, Tim Waters, Feng Han, Kisalaya Prasad, Raimondas Kiveris |
Kartta Labs: Unrendering Historical Maps. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaoyi Yuan, Andrew T. Crooks |
Assessing the placeness of locations through user-contributed content. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yifang Yin, Abhinav Sunderrajan, Xiaocheng Huang, Jagannadan Varadarajan, Guanfeng Wang, Dhruva Sahrawat, Ying Zhang 0047, Roger Zimmermann, See-Kiong Ng |
Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tengfei Xing, Yang Gu, Zhichao Song, Zhihui Wang, Yiping Meng, Nan Ma, Pengfei Xu 0013, Runbo Hu, Hua Chai |
A Traffic Sign Discovery Driven System for Traffic Rule Updating. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ying Chen, Xu Ouyang, Gady Agam |
ChangeNet: Learning to Detect Changes in Satellite Images. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanan Xin 0001, Paul R. Adler |
Mapping Miscanthus Using Multi-Temporal Convolutional Neural Network and Google Earth Engine. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Song Gao 0001, Shawn D. Newsam, Liang Zhao 0002, Dalton D. Lunga, Yingjie Hu, Bruno Martins 0001, Xun Zhou, Feng Chen 0001 (eds.) |
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019. |
GeoAI@SIGSPATIAL |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Sun, Zonglin Di, Yin Wang |
Combining Satellite Imagery and GPS Data for Road Extraction. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Yingjie Hu, Song Gao 0001, Shawn D. Newsam, Dalton D. Lunga (eds.) |
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018 |
GeoAI@SIGSPATIAL |
2018 |
DBLP BibTeX RDF |
|
| 1 | Guikai Xi, Ling Yin, Ye Li 0002, Shujiang Mei |
A Deep Residual Network Integrating Spatial-temporal Properties to Predict Influenza Trends at an Intra-urban Scale. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | T. Edwin Chow |
When GeoAI Meets the Crowd. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | James Van Hinsbergh, Nathan Griffiths, Phillip Taylor, Alasdair Thomason, Zhou Xu, Alex Mouzakitis |
Vehicle Point of Interest Detection Using In-Car Data. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
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| 1 | Yingxiao Xu, Long Pan, Chun Du, Jun Li 0020, Ning Jing, Jiangjiang Wu |
Vision-based UAVs Aerial Image Localization: A Survey. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Shivangi Srivastava, John E. Vargas-Muñoz, David Swinkels, Devis Tuia |
Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Nastaran Pourebrahim, Selima Sultana, Jean-Claude Thill, Somya D. Mohanty |
Enhancing Trip Distribution Prediction with Twitter Data: Comparison of Neural Network and Gravity Models. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Swan, Melanie Laverdiere, Hsiuhan Lexie Yang |
How Good is Good Enough?: Quantifying the Effects of Training Set Quality. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Karima Elgarroussi, Sujing Wang, Romita Banerjee, Christoph F. Eick |
Aconcagua: A Novel Spatiotemporal Emotion Change Analysis Framework. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Orhun Aydin, Mark V. Janikas, Renato M. Assunção, Ting-Hwan Lee |
SKATER-CON: Unsupervised Regionalization via Stochastic Tree Partitioning within a Consensus Framework Using Random Spanning Trees: Research Paper. |
GeoAI@SIGSPATIAL |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Law, Yao Shen, Chanuki Seresinhe |
An application of convolutional neural network in street image classification: the case study of london. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Huina Mao, Yingjie Hu, Bandana Kar, Song Gao 0001, Grant McKenzie (eds.) |
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 |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Vaibhav Kulkarni, Benoît Garbinato |
Generating synthetic mobility traffic using RNNs. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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| 1 | Wenwen Li 0002, Bin Zhou, Chia-Yu Hsu, Yixing Li, Fengbo Ren |
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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| 1 | Charles B. Collins, John M. Beck, Susan M. Bridges, John A. Rushing, Sara J. Graves |
Deep learning for multisensor image resolution enhancement. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | James Murphy, Yuanyuan Pao, Asif Haque |
Image-based classification of GPS noise level using convolutional neural networks for accurate distance estimation. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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| 1 | Weiwei Duan, Yao-Yi Chiang, Craig A. Knoblock, Vinil Jain, Dan Feldman, Johannes H. Uhl, Stefan Leyk |
Automatic alignment of geographic features in contemporary vector data and historical maps. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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| 1 | Qing Li 0029, Jiasong Zhu, Tao Liu 0008, Jon Garibaldi, Qingquan Li, Guoping Qiu |
Visual landmark sequence-based indoor localization. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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| 1 | Ivan Majic, Stephan Winter 0001, Martin Tomko |
Finding equivalent keys in openstreetmap: semantic similarity computation based on extensional definitions. |
GeoAI@SIGSPATIAL |
2017 |
DBLP DOI BibTeX RDF |
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