The fact that our simple model of augmented evolution outperforms HMMs on our test set examples shows the power of incorporating even a little phylogenetic knowledge into HMM training.
A related hypothesis is that GPCR class A is the ancestor class in a phylogenetic tree, and that the other classes of GPCR proteins diverged later from GPCR class A. Thus, our model of augmented evolution would improve classification of the other classes, but not the parent class.
In addition to the expectation of augmenting the GARCH models with LSTAR models, augmenting these models with MLP and RBF type neural networks would likely to bring increase in the forecasting capabilities.
A gravity model of migration augmented with average temperature and precipitation in the country of origin is estimated using a panel data set of 142 sending countries for the period 1995 to 2006.
We run a field experiment to measure the impact of augmenting the CF model with a direct CF training on the diffusion of a new technology.
This paper proposes the use of a local troposphere model to augment real-time PPP.
FN-Aspects Attributes and Resources (FN-AAR) (Metaxas and Markopoulos 2009) model is the most prominent extension of the original FN model, augmenting the original model with situation overlap in addition to the purely spatial overlap.
The GADDs presented in the chapter and their associated integration schemes can, however, be coupled to published physical scattering models to augment the accuracy of those models.
The Discrete Damage Mechanics model of Barbero-Cortes augmented by a fiber damage criterion is employed.
Our reference empirical model is the standard gravity model of international trade augmented by the inclusion of our maritime connection variables.
