Heidi Tubbs

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Disease Outbreaks

Machine Learning

Unstructured Data

Top Venues

Publications

Saniya Nangia, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries. BigData (2023)
Tianze Zhu, Junyi Wu, Tingyi Tan, Shuheng Wang, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
Integrating Climate Variable Data in Machine Learning Models for Predictive Analytics of Tomato Yields in California. BigData (2023)
Jonathan Harris, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
Predicting Crimean-Congo Hemorrhagic Fever Outbreaks via Multivariate Time-Series Classification of Climate Data. ICMHI (2022)
Ethan Joseph, Thilanka Munasinghe, Heidi Tubbs, Bhaskar Bishnoi, Assaf Anyamba
Scraping Unstructured Data to Explore the Relationship between Rainfall Anomalies and Vector-Borne Disease Outbreaks. IEEE BigData (2021)