Publications - sorted by year

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  1. Dummy, Mary and Dummy, Frank , Our wonderful planet is still here , Proceedings of Star Trek , 2050 , Sample entry
  2. Deng, Yi and Ebert-Uphoff, Imme , Weakening of Atmospheric Information Flow in a Warming Climate in the Community Climate System Model , Geophysical Research Letters, vol. 41, no. 1, DOI: 10.1002/2013GL058646 , 2014
  3. Ebert-Uphoff, Imme and Deng, Yi , Causal Discovery from Spatio-Temporal Data with Applications to Climate Science , 13th International Conference on Machine Learning and Applications (ICMLA'14), Detroit, MI, USA , 2014
  4. Ebert-Uphoff, Imme and Deng, Yi , High efficiency implementation of PC and PC stable algorithms yields three-dimensional graphs of information flow for the Earth' atmosphere , Technical Report, Colorado State University, Department of Electrical and Computer Engineering, CSU-ECE-2014-1 , 2014
  5. Gorji Sefidmazgi, M., Sayemuzzaman, M., Homaifar, A., Jha, MK., Liess, S. , Trend analysis using non-stationary time series clustering based on the finite element method , Nonlinear Processes in Geophysics , 2014
  6. Monteleoni, C., Schmidt, G.A., Alexander, F., Niculescu-Mizil, A., Steinhaeuser, K., Tippett, M., Banerjee, A., Blumenthal, M.B., Ganguly, A.R., Smerdon, J.E., Tedesco, M. , Climate Informatics , Computational Intelligent Data Analysis for Sustainable Development; Data Mining and Knowledge Discovery Series , 2013 , Book chapter
  7. Lacewell, Chaunté W., Homaifar, Abdollah, and Lin, Yuh-Lang , Tracing the origins and propagation of pre-tropical storm Debby (2006) mesoscale convective systems using pattern recognition and image fusion , Meteorology and Atmospheric Physics , 2013
  8. Lyubchich, V., Gel, Y. R. and El-Shaarawi, A. , On detecting non-monotonic trends in environmental time series: a fusion of local regression and bootstrap , Environmetrics 24(4) , 2013
  9. Ebert-Uphoff, Imme and Deng, Yi , A New Type of Climate Network based on Probabilistic Graphical Models: Results of Boreal Winter versus Summer , Geophysical Research Letters, vol. 39, L19701 , 2012
  10. Ebert-Uphoff, Imme and Deng, Yi , Causal Discovery for Climate Research Using Graphical Models , Journal of Climate, Vol. 25, No. 17, doi:10.1175/JCLI-D-11-00387.1 , 2012