Latest research projects, publications, and talks
Detecting Fake News Spreaders in Social Networks using Inductive Representation Learning [preprint]
Posted
Bhavtosh Rath (Ph.D. student), Aadesh Salecha (undergraduate research assistant), Jaideep Srivastava (professor)
Towards Spatial Variability Aware Deep Neural Networks (SVANN): A Summary of Results [preprint]
Posted
Jayant Gupta (Ph.D. student), Yiqun Xie (Ph.D. student), Shashi Shekhar (professor)
Discovering regions of anomalous spatial co-locations [journal]
Posted
Jiannan Cai (visiting Ph.D. student), Min Deng, Yiwen Guo, Yiqun Xie (Ph.D. student), Shashi Shekhar (professor)
International Journal of Geographical Information Science
Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning [preprint]
Posted
Jared D Willard (Ph.D. student), Jordan S Read, Alison P Appling, Samantha K Oliver, Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor)
ReaLSAT: A new Reservoir and Lake Surface Area Timeseries Dataset created using machine learning and satellite imagery [preprint]
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Ankush Khandelwal (Ph.D. 2019), Rahul Ghosh (Ph.D. student), Zhihao Wei, Huangying Kuang (undergraduate research assistant), Hilary Dugan, Paul Hanson, Anuj Karpatne, Vipin Kumar (professor)
Significant lagrangian linear hotspot discovery [conference paper]
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Yan Li (Ph.D. student), Yiqun Xie (Ph.D. student), Pengyue Wang, Shashi Shekhar (professor), William Northrop
Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science
Discovering Spatial Mixture Patterns of Interest [conference paper]
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Yiqun Xie (Ph.D. student), Han Bao, Yan Li (Ph.D. student), Shashi Shekhar (professor)
Proceedings of the 28th International Conference on Advances in Geographic Information Systems
Significant spatial co-distribution pattern discovery [journal]
Posted
Jiannan Cai (visiting Ph.D. student), Yiqun Xie (Ph.D. student), Min Deng, Xun Tang (Ph.D. student), Yan Li (Ph.D. student), Shashi Shekhar (professor)
Computers, Environment and Urban Systems
Contact tracing: beyond the apps [journal]
Posted
Mohamed Mokbel (professor), Sofiane Abbar, Rade Stanojevic
SIGSPATIAL Special
University Operations During a Pandemic: A Flexible Decision Analysis Toolkit [preprint]
Posted
Himanshu Kharkwal (Ph.D. student), Dakota Olson (M.S. student), Jiali Huang, Abhiraj Mohan (M.S. student), Ankur Mani, Jaideep Srivastava (professor)