| Map archive mining: visual-analytical approaches to explore large historical map collections J Uhl, S Leyk, YY Chiang, W Duan, C Knoblock ISPRS international journal of geo-information 7 (4), 148, 2018 | 50 | 2018 |
| Using Historical Maps in Scientific Studies: Challenges and Best Practices YY Chiang, W Duan Springer, 2018 | 48* | 2018 |
| Automated extraction of human settlement patterns from historical topographic map series using weakly supervised convolutional neural networks JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock IEEE Access 8, 6978-6996, 2019 | 46 | 2019 |
| Extracting human settlement footprint from historical topographic map series using context-based machine learning JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock IET Digital Library, 2017 | 43 | 2017 |
| Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning W Duan, YY Chiang, S Leyk, JH Uhl, CA Knoblock International Journal of Geographical Information Science 34 (4), 824-849, 2020 | 39 | 2020 |
| Automatic alignment of geographic features in contemporary vector data and historical maps W Duan, YY Chiang, CA Knoblock, V Jain, D Feldman, JH Uhl, S Leyk Proceedings of the 1st workshop on artificial intelligence and deep learning …, 2017 | 34 | 2017 |
| Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing JH Uhl, S Leyk, YY Chiang, W Duan, CA Knoblock IET Image Processing 12 (11), 2084-2091, 2018 | 24 | 2018 |
| Combining remote-sensing-derived data and historical maps for long-term back-casting of urban extents JH Uhl, S Leyk, Z Li, W Duan, B Shbita, YY Chiang, CA Knoblock Remote Sensing 13 (18), 3672, 2021 | 23 | 2021 |
| Building knowledge graph from public data for predictive analysis: a case study on predicting technology future in space and time W Duan, YY Chiang Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics …, 2016 | 17 | 2016 |
| Building linked spatio-temporal data from vectorized historical maps B Shbita, CA Knoblock, W Duan, YY Chiang, JH Uhl, S Leyk European Semantic Web Conference, 409-426, 2020 | 15 | 2020 |
| Training Deep Learning Models for Geographic Feature Recognition from Historical Maps YY Chiang, W Duan, S Leyk, JH Uhl, CA Knoblock Using Historical Maps in Scientific Studies, 65-98, 2020 | 13 | 2020 |
| Automatic generation of precisely delineated geographic features from georeferenced historical maps using deep learning W Duan, YY Chiang, CA Knoblock, JH Uhl, S Leyk Proceedings of the AutoCarto, 2018 | 12 | 2018 |
| Automating Information Extraction from Large Historical Topographic Map Archives: New Opportunities and Challenges JH Uhl, W Duan Handbook of Big Geospatial Data, 509-522, 2021 | 9 | 2021 |
| Historical Map Applications and Processing Technologies YY Chiang, W Duan, S Leyk, JH Uhl, CA Knoblock Using Historical Maps in Scientific Studies, 9-36, 2020 | 7 | 2020 |
| Building Linked Data from Historical Maps. C Lin, H Su, CA Knoblock, YY Chiang, W Duan, S Leyk, JH Uhl SemSci@ ISWC, 59-67, 2018 | 7 | 2018 |
| Creating Structured, Linked Geographic Data from Historical Maps: Challenges and Trends YY Chiang, W Duan, S Leyk, JH Uhl, CA Knoblock Using Historical Maps in Scientific Studies, 37-63, 2020 | 4 | 2020 |
| SRC: a fully automatic geographic feature recognition system W Duan, YY Chiang SIGSPATIAL Special 9 (3), 6-7, 2018 | 4 | 2018 |
| Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images W Duan, YY Chiang, S Leyk, JH Uhl, CA Knoblock 2021 IEEE International Conference on Big Data (Big Data), 725-734, 2021 | 2 | 2021 |
| A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition W Duan, YY Chiang, S Leyk, JH Uhl, CA Knoblock 2021 IEEE International Conference on Big Data (Big Data), 1604-1610, 2021 | 2 | 2021 |
| Non-linear Cost-sensitive Decision Tree for Multi-classification W Duan, C Ding International Journal of Software Engineering and Its Applications 10 (2 …, 2016 | 2 | 2016 |
