-
141
Gene finding with a hidden Markov model of genome structure and evolution.
Published 2003“…This type of model is called an Evolutionary Hidden Markov Model (EHMM), being composed of an HMM and a set of region-specific evolutionary models based on a phylogenetic tree. …”
Journal article -
142
Computationally intensive methods for Hidden Markov Models with applications to statistical genetics
Published 2014“…</p> <p>This work attempts to explore avenues for achieving high performance for Hidden Markov Models (HMMs) and HMM applications in population genetics.…”
Thesis -
143
Estimation of Coupled Hidden Markov Models with application to biosignal interaction modelling
Published 2000Conference item -
144
Task-evoked dynamic network analysis through hidden Markov modelling
Published 2018“…Here, we present one potential solution using Hidden Markov Models (HMMs), which are able to identify brain states characterised by engaging distinct functional networks that reoccur over time. …”
Journal article -
145
Using hidden Markov models and observed evolution to annotate viral genomes.
Published 2006“…In this paper differentiated nucleotide compositional patterns in overlapping regions are incorporated into a probabilistic hidden Markov model (HMM) framework which is used to annotate ssRNA viral genomes. …”
Journal article -
146
Characterizing an outbreak of vancomycin-resistant enterococci using hidden Markov models.
Published 2007“…METHODS AND FINDINGS: A structured continuous-time hidden Markov model (HMM) was developed. The hidden states were the number of VRE-colonized patients (both detected and undetected). …”
Journal article -
147
Using Hidden Markov Models for daily rainfall occurrence in Penisular Malaysia
Published 2011Conference or Workshop Item -
148
-
149
-
150
-
151
-
152
-
153
-
154
-
155
-
156
-
157
Linear discriminant analysis based hidden Markov model for detection of Mysticetes’ vocalisations
Published 2024-06-01“…Machine learning (ML) tools such as Gaussian mixture models (GMMs), support vector machines (SVMs), and hidden Markov models (HMMs) have been adopted in recent times to proffer analytic solutions to automatically detect and study these cryptic vocalisations. …”
Get full text
Article -
158
A Hidden Markov Model-Based Network Security Posture Prediction Model
Published 2024-01-01“…As a key technology of network security situational awareness, this paper focuses on network security situational prediction technology and proposes a new network security situational prediction model based on Hidden Markov Model. The paper proposes a network security posture prediction method based on the improved Hidden Markov Model for the problem that the Baum-Welch parameter training method of the traditional Hidden Markov Model for posture prediction is sensitive to initial values and easily falls into local optimum. …”
Get full text
Article -
159
Hybridization of a hidden Markov model using Elman neural network with application
Published 2014-07-01Subjects: Get full text
Article -
160
Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models
Published 2024-02-01Subjects: Get full text
Article