614 citations · 780 across the 14 of their papers we have counts for
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cs.LG2026
Evaluating and improving crop-yield forecasting methods during extreme drought
Shrey Gupta, Yi Ming, George Mohler
The impact of climate variability on food production has led to the creation of various forecasting models that uses machine learning (ML), numerical weather predictors (NWP) or a…
cs.LG2020★ 1 cited
Hawkes Process Multi-armed Bandits for Disaster Search and Rescue
Wen-Hao Chiang, George Mohler
We propose a novel framework for integrating Hawkes processes with multi-armed bandit algorithms to solve spatio-temporal event forecasting and detection problems when data may be…
cs.LG2018★ 6 cited
Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data
Kathryn Gray, Daniel Smolyak, Sarkhan Badirli +1
Detecting anomalous activity in human mobility data has a number of applications including road hazard sensing, telematic based insurance, and fraud detection in taxi services and…