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This paper presents an effective decision making system for leak detection based on multiple generalized linear models and clustering techniques.
Table 4 Best DER result obtained for both speaker models and clustering algorithms Clustering algorithm Speaker model HAC ILP GMM 19.45 17.15 I-vectors 16.95 16.10.
However, identical or very similar topologies were obtained with other substitution models and clustering methods.
In section Exploratory methods we discuss unsupervised methods (component based models and clustering methods).
The validation set was used to assess the predictive power of the models and clustering fitness.
The smaller signature was constructed using Cox proportional hazards models and clustering analysis as proposed by Goeman JJ and Finos L [ 37].
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Distances (distance options according to the Kimura 2-parameter model) and clustering with the neighbor-joining method were determined by using bootstrap values for 1,000 replications.
A novel hidden Markov model (HMM) and clustering algorithm for the analysis of gene expression time-course data is proposed.
There are several possible solutions to dependence problems, including intra-study averages, hierarchical/multi-level models, and cluster robust standard errors [12].
Twenty ab initio DAMs (dummy atom models) generated using the program DAMMIF [ 30] were clustered by DAMCLUST [ 27] into three groups, cluster 1 (comprising eight models), cluster 2 (comprising five models) and cluster 3 (comprising seven models).
In this paper, we presented a method using mixed CRF models and word clustering.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com