Sixth Conference on Artificial Intelligence Applications to Environmental Science

Session 2

 Forecasting contest submissions (Participants will present the results of their model forecasts of the posted dataset)
 CoChair: Elizabeth E. Ebert, BMRC, Melbourne, Vic. Australia
Chair: Valliappa Lakshmanan, CIMMS/Univ. of Oklahoma, NOAA/NSSL, Norman, OK
1:30 PM2.1The 2008 Artificial Intelligence Competition  extended abstract wrf recording
Valliappa Lakshmanan, CIMMS/Univ. of Oklahoma, NOAA/NSSL, Norman, OK; and E. E. Ebert and S. E. Haupt
1:45 PM2.2Using random forests and fuzzy logic for automated storm type identification  extended abstract wrf recording
John K. Williams, NCAR, Boulder, CO; and J. Abernethy
2:00 PM2.3Using a Decision Tree and a Neural Network to Identify Severe Weather Radar Characteristics  extended abstract wrf recording
Ron Holmes, NOAA/NWSFO, State College, PA
2:15 PM2.4Using Multiple Machine Learning Techniques to Improve the Classification of a Storm Set  extended abstract wrf recording
David John Gagne II, University of Oklahoma School of Meteorology, Norman, OK; and A. McGovern
2:30 PM2.5A storm-type classifier using support vector machines and fuzzy logic  extended abstract wrf recording
Jenny Abernethy, NCAR/RAL, Boulder, CO; and J. K. Williams
2:45 PM2.6Genetic Algorithm optimization of principal component approach to clustering for storm type identification   wrf recording
Luna M. Rodriguez, The Pennsylvania State University, University Park, PA
3:00 PM2.7Support Vector Machine Classification using the AI Competition Data Set  extended abstract wrf recording
Kimberly L. Elmore, CIMMS/Univ. of Oklahoma and NOAA/NSSL, Norman, OK; and M. B. Richman

Tuesday, 22 January 2008: 1:30 PM-3:15 PM, 205

* - Indicates paper has been withdrawn from meeting

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