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 PM | 2.1 | The 2008 Artificial Intelligence Competition ![]() Valliappa Lakshmanan, CIMMS/Univ. of Oklahoma, NOAA/NSSL, Norman, OK; and E. E. Ebert and S. E. Haupt | |
| 1:45 PM | 2.2 | Using random forests and fuzzy logic for automated storm type identification ![]() John K. Williams, NCAR, Boulder, CO; and J. Abernethy | |
| 2:00 PM | 2.3 | Using a Decision Tree and a Neural Network to Identify Severe Weather Radar Characteristics ![]() Ron Holmes, NOAA/NWSFO, State College, PA | |
| 2:15 PM | 2.4 | Using Multiple Machine Learning Techniques to Improve the Classification of a Storm Set ![]() David John Gagne II, CASA, Norman, OK; and A. McGovern | |
| 2:30 PM | 2.5 | A storm-type classifier using support vector machines and fuzzy logic ![]() Jenny Abernethy, NCAR/RAL, Boulder, CO; and J. K. Williams | |
| 2:45 PM | 2.6 | Genetic Algorithm optimization of principal component approach to clustering for storm type identification ![]() Luna M. Rodriguez, Penn State Univ., University Park, PA | |
| 3:00 PM | 2.7 | Support Vector Machine Classification using the AI Competition Data Set ![]() 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
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- Indicates paper has been withdrawn from meeting