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18 résultats avec le mot-clé: 'clustering high throughput sequencing data poisson mixture models'

Clustering high-throughput sequencing data with Poisson mixture models

In addition to studying the performance of several methods on clustering simulated data, we also compared the EM and CEM algorithms for parameter estimation, as well as the BIC and

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2021
IUFM de Polynésie Française

Définition d'un carré magique : un carré magique 33 est rempli avec les nombres de 1 à 9 utilisés une seule fois de telle manière que la somme des trois nombres écrits

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2022
Compression of Structured High-Throughput Sequencing Data

Here, we show that using the H+T+D approach (Hybrid codec with Template compression and domain specific optimizations, a lossless approach, see Figure 1E and Methods), we can

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2021
Multivariate analysis of high-throughput sequencing data

Keywords: Computational Statistics, High-dimensional data, Dimension reduction, Compression, Variable selection, Logistic regression, Sparse Partial Least Squares, Probabilistic

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2021
Conjugate Mixture Models for Clustering Multimodal Data

The initialization method described in section 6 and the model selection method described in section 7 are combined and applied to the first segment in order to find initial

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2022
Conjugate Mixture Models for Clustering Multimodal Data

Acronym ˜ s (0) initialization (Choose) Local optimization (Search) IPBA previous iteration value basic gradient ascent IGAA global random search accelerated gradient ascent

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2022
High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture Models

In comparison, the Dirichlet Process mixture (DPM) [6] approach automatically detects the number of clusters and distributed versions for multivariate data are now available [16–19]

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2021
Transcriptome analysis from high-throughput sequencing count data

Our initial work used Negative Binomial distributions to model the read count emission given the expression level (hidden trajectory). The analysis of several data- sets proved

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2021
Taming transactions: Towards hardware-assisted control flow integrity using transactional memory

As a result, the control flow hijacking will eventually cause the transaction to abort, essentially rewinding the program to the clean state right before the control flow was

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2022
High-throughput sequencing in acute lymphoblastic leukemia: Follow-up of minimal residual disease and emergence of new clones

High-throughput sequencing in acute lymphoblastic leukemia: Follow-up of minimal resid- ual disease and emergence of new clones... High-throughput sequencing in acute

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2021
Clustering electricity consumers using high-dimensional regression mixture models

We clearly see that the two classifications separate customers that have different mean level of consumption (small, -middle- and big residential consumers) and different

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2021
Le « storytelling », le récit entre construction et atomisation de ...

Le concept même de plateformisation de la communication (Beuscart, 2018 ; Gillepsie, 2012) laisse deviner un basculement important de la notion de storytelling tant dans les

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2022
Hémisynthèse de méroterpènes issus de Dichrostachys cinerea

Dans une deuxième partie, afin de savoir si le composé 1 peut être obtenu par une réaction de Diels-Alder entre une quinoflavone et un diterpène, nous avons décidé

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2021
Efficient algorithms for de novo assembly of alternative splicing events from RNA-seq data

Keywords: algorithm; complexity; enumeration; listing; graph; data structure; exact exponential; com- putational biology; high-throughput sequencing; NGS; RNA-seq; alternative

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2021
Mixture of linear mixed models Application to repeated data clustering

Unité de recherche INRIA Rhône-Alpes 655, avenue de l’Europe - 38330 Montbonnot-St-Martin France Unité de recherche INRIA Lorraine : LORIA, Technopôle de Nancy-Brabois -

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2021
RESEÑA V3N26

El lector se aproxima al usuario del ecosistema digital y a sus nuevas formas de consumo de información, para posteriormente sumergirle en las estrategias, formatos y tendencias

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2022
A live attenuated vaccine against Salmonella aborius ovis aborption in ewes

Streptomycin-dependent and streptomycin-independent reverse mutant strains were selected and their residual virulence and immunogenicity were tested (Lantier, Pardon and

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2021

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