Browsing by Subject "Hidden Markov models"

Now showing items 1-5 of 5

Article

Automated species recognition of antbirds in a Mexican rainforest using hidden Markov models

Trifa, V. M.; Kirschel, A. N. G.; Taylor, C. E.; Vallejo, E. E. (2008)

Behavioral and ecological studies would benefit from the ability to automatically identify species from acoustic recordings. The work presented in this article explores the ability of hidden Markov models to distinguish ...
Article

Computational protein design: The proteus software and selected applications

Simonson, T.; Gaillard, T.; Mignon, D.; Schmidt Am Busch, M.; Lopes, A.; Amara, Najette; Polydorides, Savvas; Sedano, A.; Druart, Karen; Archontis, Georgios Z. (2013)

We describe an automated procedure for protein design, implemented in a flexible software package, called Proteus. System setup and calculation of an energy matrix are done with the XPLOR modeling program and its sophisticated ...
Article

On binary and categorical time series models with feedback

Moysiadis, Theodoros; Fokianos, Konstantinos (2014)

We study the problem of ergodicity, stationarity and maximum likelihood estimation for multinomial logistic models that include a latent process. Our work includes various models that have been proposed for the analysis ...
Article

Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance?

Agathocleous, Michalis; Christodoulou, Georgia; Promponas, Vasilis J.; Christodoulou, Chris C.; Vassiliades, Vassilis; Antoniou, Antonis (2010)

Successful protein secondary structure prediction is an important step towards modelling protein 3D structure, with several practical applications. Even though in the last four decades several PSSP algorithms have been ...
Article

Using songs to identify individual mexican antthrush formicarius moniliger: Comparison of four classification methods

Kirschel, A. N. G.; Earl, D. A.; Yao, Y.; Escobar, I. A.; Vilches, E.; Vallejo, E. E.; Taylor, C. E. (2009)

This study compares the ability of four classification methods to distinguish between songs of individual Mexican Antthrush Formicarius moniliger: self-organizing maps (SOMs), discriminant function analysis, fuzzy logic ...

Browsing by Subject "Hidden Markov models"

Automated species recognition of antbirds in a Mexican rainforest using hidden Markov models ﻿

Computational protein design: The proteus software and selected applications ﻿

On binary and categorical time series models with feedback ﻿

Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance? ﻿

Using songs to identify individual mexican antthrush formicarius moniliger: Comparison of four classification methods ﻿

Automated species recognition of antbirds in a Mexican rainforest using hidden Markov models

Computational protein design: The proteus software and selected applications

On binary and categorical time series models with feedback

Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance?

Using songs to identify individual mexican antthrush formicarius moniliger: Comparison of four classification methods