Latest research projects, publications, and talks
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection [conference paper]
Posted
Zekun Li (Ph.D. student), Runyu Guan, Qianmu Yu, Yao-Yi Chiang (associate professor), Craig A. Knoblock
4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery
Spatial-Net: A Self-Adaptive and Model-Agnostic Deep Learning Framework for Spatially Heterogeneous Datasets [conference paper]
Posted
Yiqun Xie (Ph.D. 2020), Xiaowei Jia (Ph.D. 2020), Han Bao, Xun Zhou (Ph.D. 2014), Jia Yu, Rahul Ghosh (Ph.D. student), Praveen Ravirathinam (Ph.D. student)
ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results [preprint]
Posted
Jayant Gupta (Ph.D. student), Carl Molnar (M.S. student), Gaoxiang Luo (undergraduate research assistant), Joe Knight, Shashi Shekhar (professor)
PARIS: Personalized Activity Recommendation for Improving Sleep Quality [preprint]
Posted
Meghna Singh (Ph.D. student), Saksham Goel (B.S. 2019), Abhiraj Mohan (M.S. student), Louis Kazaglis, Jaideep Srivastava (professor)
KGML-ag: A Modeling Framework of Knowledge-Guided Machine Learning to Simulate Agroecosystems: A Case Study of Estimating N2O Emission using Data from Mesocosm Experiments [journal]
Posted
Licheng Liu, Shaoming Xu (Ph.D. student), Zhenong Jin, Jinyun Tang, Kaiyu Guan, Timothy J Griffis, Matthew D Erickson, Alexander L Frie, Xiaowei Jia, Taegon Kim, Lee T Miller, Bin Peng, Shaowei Wu, Yufeng Yang, Wang Zhou, Vipin Kumar (professor)
Geoscientific Model Development Discussions
A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data [preprint]
Posted
Yijun Lin (Ph.D. student), Yao-Yi Chiang (associate professor)
Influence of Consumers’ Temporary Affect on Ad Engagement: A Computational Research Approach [journal]
Posted
Xinyu Lu, Debarati Das (Ph.D. student), Jisu Huh, Jaideep Srivastava (professor)
Journal of Advertising
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration [preprint]
Posted
Sijie He (Ph.D. student), Xinyan Li (Ph.D. 2017), Laurie Trenary, Benjamin A Cash, Timothy DelSole, Arindam Banerjee (adjunct professor)
Public Insights on COVID19 Vaccination using Exploratory and Sentiment Analysis on tweets [journal]
Posted
Aryan Srivastava, Debarati Das (Ph.D. student)
Journal of Software Engineering and Simulation
Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems [preprint]
Posted
Athanasios N Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis (professor)