| 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 | 342 | 2020 |
| 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 | 150 | 2023 |
| 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 | 135 | 2022 |
| 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 | 132 | 2020 |
| 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 | 112 | 2022 |
| 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 | 106 | 2019 |
| 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 | 94 | 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 | 65 | 2021 |
| 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 | 60 | 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 | 59 | 2016 |
| Iterative integration of deep learning in hybrid Earth surface system modelling M Chen, Z Qian, N Boers, AJ Jakeman, AJ Kettner, M Brandt, MP Kwan, ... Nature Reviews Earth & Environment 4 (8), 568-581, 2023 | 52 | 2023 |
| 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 | 50 | 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), 1-5, 2018 | 47 | 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 | 45 | 2018 |
| Towards general-purpose representation learning of polygonal geometries G Mai, C Jiang, W Sun, R Zhu, Y Xuan, L Cai, K Janowicz, S Ermon, ... GeoInformatica 27 (2), 289-340, 2023 | 38 | 2023 |
| Geographvis: a knowledge graph and geovisualization empowered cyberinfrastructure to support disaster response and humanitarian aid W Li, S Wang, X Chen, Y Tian, Z Gu, A Lopez-Carr, A Schroeder, ... ISPRS International Journal of Geo-Information 12 (3), 112, 2023 | 32 | 2023 |
| 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 | 31 | 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 | 28 | 2020 |
| 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 | 27 | 2016 |
| 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 | 26 | 2022 |
Krzysztof JanowiczProfessor for Geoinformatics; University of Vienna UCSB在 univie.ac.at 的电子邮件经过验证
