Latest research projects, publications, and talks
Applying Science to Practice [book]
Posted
Emre Eftelioglu, Fernando R Miralles-Wilhelm, Rabi Mohtar, Benjamin L Ruddell, Peter Saundry, Shashi Shekhar (professor)
Visualizing Telemetry Metrics From Upper-Airway Stimulation to Enhance Sleep Therapy Management [conference paper]
Posted
Matheus Araujo (Ph.D. student), Kent Lee, Quan Ni, Jaideep Srivastava (professor)
Frontiers in Biomedical Devices
A locally-constrained yolo framework for detecting small and densely-distributed building footprints [journal]
Posted
Yiqun Xie (Ph.D. student), Jiannan Cai (visiting Ph.D. student), Rahul Bhojwani (Ph.D. student), Shashi Shekhar (professor), Joseph Knight
International Journal of Geographical Information Science
Integrating physics-based modeling with machine learning: A survey [preprint]
Posted
Jared Willard (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Shaoming Xu (Ph.D. student), Michael Steinbach (researcher), Vipin Kumar (professor)
Context-aware Non-linear and Neural Attentive Knowledge-based Models for Grade Prediction [preprint]
Posted
Sara Morsy (Ph.D. student), George Karypis (professor)
Dynamic activity recommendation system [patent]
Posted
Jaideep Srivastava (professor), Aarti Sathyanarayana (Ph.D. 2017)
Automated Plantation Mapping in Southeast Asia Using MODIS Data and Imperfect Visual Annotations [journal]
Posted
Xiaowei Jia (Ph.D. 2020), Ankush Khandelwal (Ph.D. 2019), Kimberly M. Carlson, James S. Gerber, Paul C. West, Leah H. Samberg, Vipin Kumar (professor)
Remote Sensing
Using Computing to Sustainably Feed a Growing Population [talk]
Posted
Shashi Shekhar (professor), James Hodson, Lucas Joppa
AAAS Annual Meeting
Spatial Computing [book]
Posted
Shashi Shekhar (professor), Pamela Vold
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets [journal]
Posted
Yiqun Xie (Ph.D. student), Xun Zhou, Shashi Shekhar (professor)
ACM Transactions on Intelligent Systems and Technology (TIST)