Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting L Cai, K Janowicz, G Mai, B Yan, R Zhu Transactions in GIS 24 (3), 736-755, 2020 | 256 | 2020 |
Multi-scale representation learning for spatial feature distributions using grid cells G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao arXiv preprint arXiv:2003.00824, 2020 | 99 | 2020 |
A review of location encoding for GeoAI: methods and applications G Mai, K Janowicz, Y Hu, S Gao, B Yan, R Zhu, L Cai, N Lao International Journal of Geographical Information Science 36 (4), 639-673, 2022 | 95 | 2022 |
On the opportunities and challenges of foundation models for geospatial artificial intelligence G Mai, W Huang, J Sun, S Song, D Mishra, N Liu, S Gao, T Liu, G Cong, ... arXiv preprint arXiv:2304.06798, 2023 | 90 | 2023 |
TransGCN: Coupling transformation assumptions with graph convolutional networks for link prediction L Cai, B Yan, G Mai, K Janowicz, R Zhu Proceedings of the 10th international conference on knowledge capture, 131-138, 2019 | 82 | 2019 |
Know, Know Where, KnowWhereGraph: A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence K Janowicz, P Hitzler, W Li, D Rehberger, M Schildhauer, R Zhu, ... AI Magazine 43 (1), 30-39, 2022 | 76 | 2022 |
SE‐KGE: A location‐aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting G Mai, K Janowicz, L Cai, R Zhu, B Regalia, B Yan, M Shi, N Lao Transactions in GIS 24 (3), 623-655, 2020 | 71 | 2020 |
Spatial signatures for geographic feature types: Examining gazetteer ontologies using spatial statistics R Zhu, Y Hu, K Janowicz, G McKenzie Transactions in GIS 20 (3), 333-355, 2016 | 57 | 2016 |
Relaxing unanswerable geographic questions using a spatially explicit knowledge graph embedding model G Mai, B Yan, K Janowicz, R Zhu Geospatial Technologies for Local and Regional Development: Proceedings of …, 2020 | 51 | 2020 |
Geographic question answering: challenges, uniqueness, classification, and future directions G Mai, K Janowicz, R Zhu, L Cai, N Lao AGILE: GIScience series 2, 8, 2021 | 45 | 2021 |
A spatially explicit reinforcement learning model for geographic knowledge graph summarization B Yan, K Janowicz, G Mai, R Zhu Transactions in GIS 23 (3), 620-640, 2019 | 44 | 2019 |
Debiasing Knowledge Graphs: Why Female Presidents are not like Female Popes. K Janowicz, B Yan, B Regalia, R Zhu, G Mai ISWC (P&D/Industry/BlueSky), 2018 | 43 | 2018 |
An automatic variogram modeling method with high reliability fitness and estimates Z Li, X Zhang, KC Clarke, G Liu, R Zhu Computers & geosciences 120, 48-59, 2018 | 37 | 2018 |
Using semantic signatures for social sensing in urban environments K Janowicz, G McKenzie, Y Hu, R Zhu, S Gao Mobility patterns, big data and transport analytics, 31-54, 2019 | 29 | 2019 |
Moon landing or safari? a study of systematic errors and their causes in geographic linked data K Janowicz, Y Hu, G McKenzie, S Gao, B Regalia, G Mai, R Zhu, B Adams, ... Geographic Information Science: 9th International Conference, GIScience 2016 …, 2016 | 26 | 2016 |
Making direction a first‐class citizen of Tobler's first law of geography R Zhu, K Janowicz, G Mai Transactions in GIS 23 (3), 398-416, 2019 | 25 | 2019 |
Integrating data-to-data correlation into inverse distance weighting Z Li, X Zhang, R Zhu, Z Zhang, Z Weng Computational Geosciences 24, 203-216, 2020 | 24 | 2020 |
xnet+ sc: Classifying places based on images by incorporating spatial contexts B Yan, K Janowicz, G Mai, R Zhu 10th International Conference on Geographic Information Science (GIScience 2018), 2018 | 23 | 2018 |
Narrative cartography with knowledge graphs G Mai, W Huang, L Cai, R Zhu, N Lao Journal of Geovisualization and Spatial Analysis 6 (1), 4, 2022 | 21 | 2022 |
Pedestrian navigation services: challenges and current trends HA Karimi, M Jiang, R Zhu Geomatica 67 (4), 259-271, 2013 | 21 | 2013 |