91 citations · 581 across the 43 of their papers we have counts for
4 papers · 1 filter
Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite Imagery
Trey McNeely, Galen Vincent, Kimberly M. Wood +2
Our goal is to quantify whether, and if so how, spatio-temporal patterns in tropical cyclone (TC) satellite imagery signal an upcoming rapid intensity change event. To address this…
Comparing probabilistic predictive models applied to football
Marcio A. Diniz, Rafael Izbicki, Danilo Lopes +1
We propose two Bayesian multinomial-Dirichlet models to predict the final outcome of football (soccer) matches and compare them to three well-known models regarding their predictiv…
Photo-z Estimation: An Example of Nonparametric Conditional Density Estimation under Selection Bias
Rafael Izbicki, Ann B. Lee, Peter E. Freeman
Redshift is a key quantity for inferring cosmological model parameters. In photometric redshift estimation, cosmologists use the coarse data collected from the vast majority of gal…
Assessment of Aortic Aneurysm Rupture Risk
Rafael Izbicki, Ann B. Lee, Ender A. Finol
The rupture of an abdominal aortic aneurysm (AAA) is associated with a high mortality. When an AAA ruptures, 50% of the patients die before reaching the hospital. Of the patients t…