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04/26/2023
Automated calibration of consensus weighted distance-based clustering approaches using sharp
In consensus clustering, a clustering algorithm is used in combination w...
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01/31/2022
A Probabilistic Graph Coupling View of Dimension Reduction
Most popular dimension reduction (DR) methods like t-SNE and UMAP are ba...
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06/04/2021
Automated calibration for stability selection in penalised regression and graphical models: a multi-OMICs network application exploring the molecular response to tobacco smokin
Stability selection represents an attractive approach to identify sparse...
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11/17/2020
Adjusting the adjusted Rand Index – A multinomial story
The Adjusted Rand Index (ARI) is arguably one of the most popular measur...
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04/17/2020
Identification of deregulated transcription factors involved in subtypes of cancers
We propose a methodology for the identification of transcription factors...
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06/28/2019
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model
The Stochastic Block Model (SBM) is a popular probabilistic model for ra...
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10/29/2018
Fast Computation of Genome-Metagenome Interaction Effects
Motivation:Association studies usually search for association between co...
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06/08/2018
Variational inference for sparse network reconstruction from count data
In multivariate statistics, the question of finding direct interactions ...
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10/07/2012
