92nd American Meteorological Society Annual Meeting (January 22-26, 2012)

Session 2 Applications of AI to Decision Support System Development

Tuesday, 24 January 2012: 11:00 AM-12:00 PM
Room 242 (New Orleans Convention Center )
Host: 10th Conference on Artificial Intelligence Applications to Environmental Science
Chair:  John K. Williams, NCAR
  11:00 AM
Prediction and Correction of Convective Weather Impact Forecast Errors Using Regression Tree Ensembles
Richard Jordan, MIT Lincoln Laboratory, Lexington, MA; and R. DeLaura

  11:15 AM
Tree-Based Ensemble Methods for the Prediction of Aircraft Landing Times
Yan Glina, MIT Lincoln Laboratory, Lexington, MA; and R. Jordan and M. Ishutkina
Manuscript (583.9 kB)

  11:30 AM
Optimizing Weather Pattern Identification Via Unsupervised Neural Network Techniques
Jeffrey H. Copeland, NCAR, Boulder, CO; and R. Babarsky, F. Vandenberge, and W. Wu
  11:45 AM
International Application of the Maintenance Decision Support System (MDSS)
James Cowie, NCAR, Boulder, CO; and M. Chapman, S. Drobot, A. Dumont, and S. Linden