| Transdisciplinary foundations of geospatial data science Y Xie, E Eftelioglu, RY Ali, X Tang, Y Li, R Doshi, S Shekhar ISPRS International Journal of Geo-Information 6 (12), 395, 2017 | 47 | 2017 |
| Statistically-robust clustering techniques for mapping spatial hotspots: A survey Y Xie, S Shekhar, Y Li ACM Computing Surveys (CSUR) 55 (2), 1-38, 2022 | 36 | 2022 |
| Transforming smart cities with spatial computing Y Xie, J Gupta, Y Li, S Shekhar 2018 IEEE international smart cities conference (ISC2), 1-9, 2018 | 35 | 2018 |
| Spatial ensemble learning for heterogeneous geographic data with class ambiguity Z Jiang, AM Sainju, Y Li, S Shekhar, J Knight ACM Transactions on Intelligent Systems and Technology (TIST) 10 (4), 1-25, 2019 | 29 | 2019 |
| Assessing survivability of the Beijing subway system Y Li | 28 | 2014 |
| Local Co-location Pattern Detection: A Summary of Results Y Li, S Shekhar 10th International Conference on Geographic Information Science (GIScience …, 2018 | 27 | 2018 |
| A deep reinforcement learning framework for energy management of extended range electric delivery vehicles P Wang, Y Li, S Shekhar, WF Northrop 2019 IEEE intelligent vehicles symposium (IV), 1837-1842, 2019 | 26 | 2019 |
| Geospatial Information Processing Technologies Z Li, Z Gui, B Hofer, Y Li, S Scheider, S Shekhar Manual of Digital Earth, 2019 | 26 | 2019 |
| Actor-critic based deep reinforcement learning framework for energy management of extended range electric delivery vehicles P Wang, Y Li, S Shekhar, WF Northrop 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics …, 2019 | 25 | 2019 |
| Spatial ensemble learning for heterogeneous geographic data with class ambiguity: A summary of results Z Jiang, Y Li, S Shekhar, L Rampi, J Knight Proceedings of the 25th ACM SIGSPATIAL international conference on advances …, 2017 | 24 | 2017 |
| Significant spatial co-distribution pattern discovery J Cai, Y Xie, M Deng, X Tang, Y Li, S Shekhar Computers, Environment and Urban Systems 84, 101543, 2020 | 18 | 2020 |
| Physics-guided energy-efficient path selection: a summary of results Y Li, S Shekhar, P Wang, W Northrop Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …, 2018 | 18 | 2018 |
| Spatial and Spatiotemporal Data Mining S Shekhar, Y Li, RY Ali, E Eftelioglu, X Tang, Z Jiang Comprehensive Geographic Information Systems, 264-286, 2018 | 18* | 2018 |
| Physics-guided energy-efficient path selection using on-board diagnostics data Y Li, P Kotwal, P Wang, Y Xie, S Shekhar, W Northrop ACM Transactions on Data Science 1 (3), 1-28, 2020 | 14 | 2020 |
| Uncertainty estimation with distributional reinforcement learning for applications in intelligent transportation systems: A case study P Wang, Y Li, S Shekhar, WF Northrop 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 3822-3827, 2019 | 12 | 2019 |
| Discovering spatial mixture patterns of interest Y Xie, H Bao, Y Li, S Shekhar Proceedings of the 28th international conference on advances in geographic …, 2020 | 11 | 2020 |
| Adversarial attacks on reinforcement learning based energy management systems of extended range electric delivery vehicles P Wang, Y Li, S Shekhar, WF Northrop arXiv preprint arXiv:2006.00817, 2020 | 11 | 2020 |
| An introduction to spatial data mining J Golmohammadi, Y Xie, J Gupta, Y Li, J Cai, S Detor, A Roh, S Shekhar | 11 | 2018 |
| Mining network hotspots with holes: A summary of results E Eftelioglu, Y Li, X Tang, S Shekhar, JM Kang, C Farah Geographic Information Science: 9th International Conference, GIScience 2016 …, 2016 | 11 | 2016 |
| SAMCNet: towards a spatially explainable AI approach for classifying MxIF oncology data M Farhadloo, C Molnar, G Luo, Y Li, S Shekhar, RL Maus, S Markovic, ... Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 10 | 2022 |
Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of Minnesota在 umn.edu 的电子邮件经过验证
