Session 12 AI for Decision Support

Thursday, 16 January 2020: 3:30 PM-5:00 PM
Host: 19th Conference on Artificial Intelligence for Environmental Science
Cochairs:
Amanda Burke, CAPS/University of Oklahoma, Meteorology, Norman, OK and Nicholas McCarthy, OneConcern, Palo Alto, CA

Papers:
3:30 PM
12.1
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

3:45 PM
12.2
Machine Learning for Operational Weather
S. W. Miller, Raytheon Intelligence, Information and Services, Aurora, CO

4:00 PM
12.3
River Flood Prediction Using a Long Short-Term Memory Recurrent Neural Network
Andrew T. White, University of Alabama in Huntsville, Huntsville, AL; and K. D. White, C. R. Hain, and J. L. Case

4:15 PM
12.4
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
12.5
Phenomena Portal for Machine Learning Applications in Earth Science
Brian Freitag, Univ. of Alabama, Huntsville, AL; and A. Acharya, M. Ramasubramanian, D. Bollinger, A. Kaulfus, I. Gurung, M. Maskey, and R. Ramachandran

4:45 PM
12.6
Probabilistic forecast of thunderstorms using Artificial Neural Network with Google Keras libraries for deep learning
Mamoudou Bocar Ba, NOAA/NWS/STI, Silver Spring, MD

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