Michael B. Richman

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 3

Top Topics

Machine Learning

Kernel Principal Component Analysis

Top Venues

Complex Adaptive Systems

Int. J. Inf. Technol. Decis. Mak.

Optim. Methods Softw.

Comput. Manag. Sci.

Publications

Fuad Aleskerov, Sergey Demin, Michael B. Richman, Sergey Shvydun, Theodore B. Trafalis, Vyacheslav Yakuba
Constructing an Efficient Machine Learning Model for Tornado Prediction. Int. J. Inf. Technol. Decis. Mak. 19 (5) (2020)
Robin C. Gilbert, Theodore B. Trafalis, Michael B. Richman, Lance M. Leslie
A data-driven kernel method assimilation technique for geophysical modelling. Optim. Methods Softw. 32 (2) (2017)
Michael B. Richman, Lance M. Leslie
Uniqueness and Causes of the California Drought. Complex Adaptive Systems (2015)
Irenea L. Corporal-Lodangco, Michael B. Richman, Lance M. Leslie, Peter J. Lamb
Cluster Analysis of North Atlantic Tropical Cyclones. Complex Adaptive Systems (2014)
Theodore B. Trafalis, Indra Adrianto, Michael B. Richman, S. Lakshmivarahan
Machine-learning classifiers for imbalanced tornado data. Comput. Manag. Sci. 11 (4) (2014)
Michael B. Richman, Lance M. Leslie
Attribution and Prediction of Maximum Temperature Extremes in SE Australia. Complex Adaptive Systems (2014)
Michael B. Richman, Lance M. Leslie
Classification of Changes in Extreme Heat Over Southeastern Australia. Complex Adaptive Systems (2013)
Andrew E. Mercer, Michael B. Richman
Assessing Atmospheric Variability using Kernel Principal Component Analysis. Complex Adaptive Systems (2012)
Michael B. Richman, Lance M. Leslie
Adaptive Machine Learning Approaches to Seasonal Prediction of Tropical Cyclones. Complex Adaptive Systems (2012)
Andrew E. Mercer, Michael B. Richman, Lance M. Leslie
Identification of severe weather outbreaks using kernel principal component analysis. Complex Adaptive Systems (2011)
Theodore B. Trafalis, Olutayo O. Oladunni, Michael B. Richman
Linear classification tikhonov regularization knowledge-based support vector machine for tornado forecasting. Comput. Manag. Sci. 8 (3) (2011)
Theodore B. Trafalis, Indra Adrianto, Michael B. Richman
Active Learning with Support Vector Machines for Tornado Prediction. International Conference on Computational Science (1) (2007)
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
Learning networks for tornado detection. Int. J. Gen. Syst. 35 (1) (2006)
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
Learning networks in rainfall estimation. Comput. Manag. Sci. 2 (3) (2005)
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction. International Conference on Computational Science (2004)
Theodore B. Trafalis, Huseyin Ince, Michael B. Richman
Tornado Detection with Support Vector Machines. International Conference on Computational Science (2003)