Tornado Detection with Support Vector Machines. - Theodore B. Trafalis; Huseyin Ince; Michael B. Richman (International Conference on Computational Science, 2003)

Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction. - Theodore B. Trafalis; Budi Santosa; Michael B. Richman (International Conference on Computational Science, 2004)

Determination of the optimal batch size in incremental approaches: an application to tornado detection. - Hyung-Jin Son; Theodore B. Trafalis; Michael B. Richman (IJCNN, 2005)

Learning networks in rainfall estimation. - Theodore B. Trafalis; Budi Santosa; Michael B. Richman (Comput. Manag. Sci., 2005)

Learning networks for tornado detection. - Theodore B. Trafalis; Budi Santosa; Michael B. Richman (Int. J. Gen. Syst., 2006)

Active Learning with Support Vector Machines for Tornado Prediction. - Theodore B. Trafalis; Indra Adrianto; Michael B. Richman (International Conference on Computational Science (1), 2007)

Linear classification tikhonov regularization knowledge-based support vector machine for tornado forecasting. - Theodore B. Trafalis; Olutayo O. Oladunni; Michael B. Richman (Comput. Manag. Sci., 2011)

Identification of severe weather outbreaks using kernel principal component analysis. - Andrew E. Mercer; Michael B. Richman; Lance M. Leslie (Complex Adaptive Systems, 2011)

Assessing Atmospheric Variability using Kernel Principal Component Analysis. - Andrew E. Mercer; Michael B. Richman (Complex Adaptive Systems, 2012)

Adaptive Machine Learning Approaches to Seasonal Prediction of Tropical Cyclones. - Michael B. Richman; Lance M. Leslie (Complex Adaptive Systems, 2012)

Classification of Changes in Extreme Heat Over Southeastern Australia. - Michael B. Richman; Lance M. Leslie (Complex Adaptive Systems, 2013)

Cluster Analysis of North Atlantic Tropical Cyclones. - Irenea L. Corporal-Lodangco; Michael B. Richman; Lance M. Leslie; Peter J. Lamb (Complex Adaptive Systems, 2014)

Attribution and Prediction of Maximum Temperature Extremes in SE Australia. - Michael B. Richman; Lance M. Leslie (Complex Adaptive Systems, 2014)

Machine-learning classifiers for imbalanced tornado data. - Theodore B. Trafalis; Indra Adrianto; Michael B. Richman; S. Lakshmivarahan (Comput. Manag. Sci., 2014)

Uniqueness and Causes of the California Drought. - Michael B. Richman; Lance M. Leslie (Complex Adaptive Systems, 2015)

A data-driven kernel method assimilation technique for geophysical modelling. - Robin C. Gilbert; Theodore B. Trafalis; Michael B. Richman; Lance M. Leslie (Optim. Methods Softw., 2017)

Constructing an Efficient Machine Learning Model for Tornado Prediction. - Fuad Aleskerov; Sergey Demin; Michael B. Richman; Sergey Shvydun; Theodore B. Trafalis; Vyacheslav Yakuba (Int. J. Inf. Technol. Decis. Mak., 2020)