Latest research projects, publications, and talks
Learning with Small Data [conference paper]
Posted
Huaxiu Yao, Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor), Zhenhui Li
26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
Technical perspective: Progress in spatial computing for flood prediction [journal]
Posted
Shashi Shekhar (professor)
Communications of the ACM
Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network [conference paper]
Posted
Pengyue Wang, Yan Li (Ph.D. student), Shashi Shekhar (professor), William F Northrop
IEEE 16th International Conference on Automation Science and Engineering (CASE)
Predicting lake surface water phosphorus dynamics using process-guided machine learning [journal]
Posted
Paul C Hanson, Aviah B Stillman, Xiaowei Jia (Ph.D. 2020), Anuj Karpatne, Hilary A Dugan, Cayelan C Carey, Joseph Stachelek, Nicole K Ward, Yu Zhang, Jordan S Read, Vipin Kumar (professor)
Ecological Modelling
Global River Monitoring Using Semantic Fusion Networks [journal]
Posted
Zhihao Wei, Kebin Jia, Xiaowei Jia (Ph.D. 2020), Ankush Khandelwal (Ph.D. 2019), Vipin Kumar (professor)
Water
From Purchasing Exposure to Fostering Engagement: Brand–Consumer Experiences in the Emerging Computational Advertising Landscape [journal]
Posted
Theo Araujo, Jonathan R Copulsky, Jameson L Hayes, Su Jung Kim, Jaideep Srivastava (professor)
Journal of Advertising
ULAMA: A Utilization-Aware Matching Approach for robust on-demand spatial service brokers [journal]
Posted
Reem Y. Ali (Ph.D. student), Shashi Shekhar (professor), Shounak Athavale, Eric Marsman
Future Generation Computer Systems
STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation [conference paper]
Posted
Sofiane Abbar, Rade Stanojevic, Mohamed Mokbel (professor)
21st IEEE International Conference on Mobile Data Management (MDM)
A Demonstration of Summit: a Scalable Data Management Framework for Massive Trajectory [conference paper]
Posted
Louai Alarabi (Ph.D. 2019), Mohamed F Mokbel (professor)
21st IEEE International Conference on Mobile Data Management (MDM)
Identifying Aberration Patterns in Multi-Attribute Trajectory Data with Gaps [research project]
Posted
Shashi Shekhar (professor)
National Geospatial-Intelligence Agency