Mathematical modeling of triphasic viral dynamics in patients with HBeAg-positive chronic hepatitis B showing response to 24-week clevudine therapy. [PDF]
PLoS ONE, 2012 BACKGROUND: Modeling of short-term viral dynamics of hepatitis B with traditional biphasic model might be insufficient to explain long-term viral dynamics.
Hwi Young Kim +4 more
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Analysis of Categorical Data with the R Package confreq
Psych, 2021 The person-centered approach in categorical data analysis is introduced as a complementary approach to the variable-centered approach. The former uses persons, animals, or objects on the basis of their combination of characteristics which can be ...
Jörg-Henrik Heine, Mark Stemmler
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Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation [PDF]
, 2012 We propose a new method to incorporate rich statistical priors, modeling temporal gain sequences in the solutions of nonnegative matrix factorization (NMF). The proposed method can be used for single-channel source separation (SCSS) applications.
Erdogan, Hakan +2 more
core
Porting concepts from DNNs back to GMMs [PDF]
, 2013 Deep neural networks (DNNs) have been shown to outperform Gaussian Mixture Models (GMM) on a variety of speech recognition benchmarks. In this paper we analyze the differences between the DNN and GMM modeling techniques and port the best ideas from the ...
Demuynck, Kris, Triefenbach, Fabian
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LC oscillator frequency prediction using machine learning linear regression algorithm
Discover ElectronicsThe research demonstrates a new method for predicting LC circuit frequencies through linear regression techniques applied to standard resonance formula-derived log-transformed L and C values.
Mandar Jatkar +4 more
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Demand Analysis of Termite Control Service in Jakarta
Jurnal Sylva Lestari, 2020 Termite is an economically important pest species in the pest control industry and considered as one of the urban pests. Although it had caused a great loss, only a few studies on termite control demand were found.
Mohamad Miftah Rahman +2 more
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Non-linear modeling parameters for new construction RC columns
Frontiers in Built Environment, 2023 Modeling parameters (MP) of reinforced concrete columns are a critical component of performance-based seismic assessment methodologies because in these approaches damage is estimated based on element deformations calculated using non-linear models.
Hamid Khodadadi Koodiani +3 more
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Phi-divergence statistics for the likelihood ratio order: an approach based on log-linear models
, 2014 When some treatments are ordered according to the categories of an ordinal categorical variable (e.g., extent of side effects) in a monotone order, one might be interested in knowing wether the treatments are equally effective or not.
Martín, Nirian +2 more
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Integrating Differential Evolution Optimization to Cognitive Diagnostic Model Estimation
Frontiers in Psychology, 2018 A log-linear cognitive diagnostic model (LCDM) is estimated via a global optimization approach- differential evolution optimization (DEoptim), which can be used when the traditional expectation maximization (EM) fails.
Zhehan Jiang, Wenchao Ma
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Multimethod Latent Class Analysis
Frontiers in Psychology, 2015 Correct and, hence, valid classifications of individuals are of high importance in the social sciences as these classifications are the basis for diagnoses and / or the assignment to a treatment.
Fridtjof W Nussbeck, Michael eEid
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