Michael B. Richman

17 papers B 1Misc 3Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2020 J jnl
Constructing an Efficient Machine Learning Model for Tornado Prediction.
Int. J. Inf. Technol. Decis. Mak.
Fuad Aleskerov, Sergey Demin, Michael B. Richman, Sergey Shvydun, Theodore B. Trafalis, Vyacheslav Yakuba
2017 J jnl
A data-driven kernel method assimilation technique for geophysical modelling.
Optim. Methods Softw.
Robin C. Gilbert, Theodore B. Trafalis, Michael B. Richman, Lance M. Leslie
2015 — conf
Uniqueness and Causes of the California Drought.
Complex Adaptive Systems
Michael B. Richman, Lance M. Leslie
2014 — conf
Attribution and Prediction of Maximum Temperature Extremes in SE Australia.
Complex Adaptive Systems
Michael B. Richman, Lance M. Leslie
2014 — conf
Cluster Analysis of North Atlantic Tropical Cyclones.
Complex Adaptive Systems
Irenea L. Corporal-Lodangco, Michael B. Richman, Lance M. Leslie, Peter J. Lamb
2014 J jnl
Machine-learning classifiers for imbalanced tornado data.
Comput. Manag. Sci.
Theodore B. Trafalis, Indra Adrianto, Michael B. Richman, S. Lakshmivarahan
2013 — conf
Classification of Changes in Extreme Heat Over Southeastern Australia.
Complex Adaptive Systems
Michael B. Richman, Lance M. Leslie
2012 — conf
Adaptive Machine Learning Approaches to Seasonal Prediction of Tropical Cyclones.
Complex Adaptive Systems
Michael B. Richman, Lance M. Leslie
2012 — conf
Assessing Atmospheric Variability using Kernel Principal Component Analysis.
Complex Adaptive Systems
Andrew E. Mercer, Michael B. Richman
2011 — conf
Identification of severe weather outbreaks using kernel principal component analysis.
Complex Adaptive Systems
Andrew E. Mercer, Michael B. Richman, Lance M. Leslie
2011 J jnl
Linear classification tikhonov regularization knowledge-based support vector machine for tornado forecasting.
Comput. Manag. Sci.
Theodore B. Trafalis, Olutayo O. Oladunni, Michael B. Richman
2007 Misc conf
Active Learning with Support Vector Machines for Tornado Prediction.
International Conference on Computational Science (1)
Theodore B. Trafalis, Indra Adrianto, Michael B. Richman
2006 J jnl
Learning networks for tornado detection.
Int. J. Gen. Syst.
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
2005 B conf
Determination of the optimal batch size in incremental approaches: an application to tornado detection.
IJCNN
Hyung-Jin Son, Theodore B. Trafalis, Michael B. Richman
2005 J jnl
Learning networks in rainfall estimation.
Comput. Manag. Sci.
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
2004 Misc conf
Rule-Based Support Vector Machine Classifiers Applied to Tornado Prediction.
International Conference on Computational Science
Theodore B. Trafalis, Budi Santosa, Michael B. Richman
2003 Misc conf
Tornado Detection with Support Vector Machines.
International Conference on Computational Science
Theodore B. Trafalis, Huseyin Ince, Michael B. Richman