Session 11A AI for Decision Support

Thursday, 16 January 2020: 3:30 PM-5:00 PM
156BC (Boston Convention and Exhibition Center)
Hosts: (Joint between the 19th Conference on Artificial Intelligence for Environmental Science; and the Events )
Cochairs:
Amanda Burke, CAPS/University of Oklahoma, Meteorology, Norman, OK and Nicholas McCarthy, CAPS/University of Oklahoma, Meteorology, Norman, OK

Papers:
3:30 PM
11A.1
Natural Language Processing to Predict National Weather Service Products from Winter-Related Transportation Incidents
Louvere M. Walker-Hannon, MathWorks, Natick, MA; and C. L. Walker
Recorded Presentation

3:45 PM
11A.2
Machine Learning for Operational Weather
S. W. Miller, Raytheon Intelligence, Information and Services, Aurora, CO
Recorded Presentation

4:00 PM
11A.3
River Flood Prediction Using a Long Short-Term Memory Recurrent Neural Network
Andrew T. White, Univ. of Alabama in Huntsville, Huntsville, AL; and K. D. White, C. R. Hain, and J. L. Case
Recorded Presentation

4:15 PM
11A.4
Deep Learning to Improve Numerical Weather Prediction Cloud Forecasts
Billy D. Felton, Northrop Grumann Corporation, McLean, VA; and R. J. Alliss and M. Mason

4:30 PM
11A.5
Phenomena Portal for Machine Learning Applications in Earth Science
Brian Freitag, Univ. of Alabama in Huntsville, Huntsville, AL; and A. Acharya, M. Ramasubramanian, D. Bollinger, A. Kaulfus, I. Gurung, M. Maskey, and R. Ramachandran
Recorded Presentation

4:45 PM
11A.6
Probabilistic Forecast of Thunderstorms Using Artificial Neural Networks with Google Keras Libraries for Deep Learning
Mamoudou Bocar Ba, NOAA/NWS/STI, Silver Spring, MD
Recorded Presentation

Handout (1.4 MB)

- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
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