| 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, 2020 | 342 | 2020 |
| From ITDL to Place2Vec–Reasoning About Place Type Similarity and Relatedness by Learning Embeddings From Augmented Spatial Contexts B Yan, K Janowicz, G Mai, S Gao ACM SIGSPATIAL 2017, 2017 | 221 | 2017 |
| A data-synthesis-driven method for detecting and extracting vague cognitive regions S Gao, K Janowicz, DR Montello, Y Hu, JA Yang, G McKenzie, Y Ju, ... International Journal of Geographical Information Science 31 (6), 1245-1271, 2017 | 146 | 2017 |
| 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 | 136 | 2022 |
| Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao ICLR 2020, 2020 | 132 | 2020 |
| 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, 2020 | 95 | 2020 |
| Road2vec: Measuring traffic interactions in urban road system from massive travel routes K Liu, S Gao, P Qiu, X Liu, B Yan, F Lu ISPRS International Journal of Geo-Information 6 (11), 321, 2017 | 84 | 2017 |
| Detecting origin-destination mobility flows from geotagged tweets in greater Los Angeles area S Gao, JA Yang, B Yan, Y Hu, K Janowicz, G McKenzie Proceedings of the eighth international conference on geographic information …, 2014 | 65 | 2014 |
| Relaxing Unanswerable Geographic Questions Using A Spatially Explicit Knowledge Graph Embedding Model G Mai, B Yan, K Janowicz, R Zhu The 22nd AGILE International Conference on Geographic Information Science, 2019 | 60 | 2019 |
| Things and strings: improving place name disambiguation from short texts by combining entity co-occurrence with topic modeling Y Ju, B Adams, K Janowicz, Y Hu, B Yan, G McKenzie Knowledge Engineering and Knowledge Management: 20th International …, 2016 | 57 | 2016 |
| 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 Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky …, 2018 | 47 | 2018 |
| Combining Text Embedding and Knowledge Graph Embedding Techniques for Academic Search Engines G Mai, K Janowicz, B Yan Semdeep/NLIWoD@ ISWC, 77-88, 2018 | 34 | 2018 |
| 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 | 24 | 2018 |
| Contextual graph attention for answering logical queries over incomplete knowledge graphs G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao Proceedings of the 10th international conference on knowledge capture, 171-178, 2019 | 21 | 2019 |
| Deeply integrating Linked Data with Geographic Information Systems G Mai, K Janowicz, B Yan, S Scheider Transactions in GIS 23 (3), 579-600, 2019 | 20 | 2019 |
| An Ontology For Specifying Spatiotemporal Scopes in Life Cycle Assessment B Yan, Y Hu, B Kuczenski, K Janowicz, A Ballatore, AA Krisnadhi, Y Ju, ... Diversity++@ ISWC, 25-30, 2015 | 16 | 2015 |
| HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning L Cai, K Janowicz, R Zhu, G Mai, B Yan, Z Wang GeoInformatica 27 (2), 159-197, 2023 | 15 | 2023 |
| Time in a box: advancing knowledge graph completion with temporal scopes L Cai, K Janowicz, B Yan, R Zhu, G Mai Proceedings of the 11th Knowledge Capture Conference, 121-128, 2021 | 14 | 2021 |
Krzysztof JanowiczProfessor for Geoinformatics; University of Vienna UCSBVerified email at univie.ac.at
