Session 2A AI Techniques for Decision Support, Part I

Monday, 7 January 2019: 10:30 AM-12:00 PM
North 124B (Phoenix Convention Center - West and North Buildings)
Host: 18th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Chair:
Edwin Campos, Uptake Technologies, Data Science - Weather, Chicago, IL

Papers:
10:30 AM
2A.1
Avoiding AI Autopilot
Paul Roebber, University of Wisconsin−Milwaukee, Milwaukee, WI
Recorded Presentation

10:45 AM
2A.2
Application of Machine Learning in NCAR’s Runway Friction and Closure Prediction System (RFCPS)
Ishita Srivastava, NCAR, Boulder, CO; and S. Linden, T. Brummet, G. Wiener, and W. Petzke
Recorded Presentation

11:00 AM
2A.3
Using Deep Learning with Polarimetric Radar Data to Predict Hail Size
Kiel L. Ortega, CIMMS/University of Oklahoma and NOAA/OAR/NSSL, Norman, OK; and K. L. Elmore and J. C. Snyder
Recorded Presentation

11:15 AM
2A.4
Applications of Biomimetic Image Processing to Storm Segmentation and Tracking
Patrick A. Campbell, University of Oklahoma/CIMMS and NOAA/NSSL, Norman, OK; and K. L. Ortega and T. M. Smith
Recorded Presentation

11:30 AM
2A.5
An AI-Based System for Objective Tropical Cyclone Intensity Estimation
Jeffrey Miller, University of Alabama in Huntsville, Huntsville, AL; and M. Maskey, R. Ramachandran, I. Gurung, B. Freitag, D. Bollinger, R. Mestre, D. Silva, A. L. Molthan, C. R. Hain, and D. J. Cecil
Recorded Presentation

11:45 AM
2A.6
How Forecast “Prototypes” Help Optimize Decisions (When Probability Forecasts Can’t)
John K. Williams, The Weather Company, An IBM Business, Andover, MA; and P. Neilley
Recorded Presentation

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