Author

Spiros V. Georgakopoulos

University of ThessalyORCID 0000-0002-3374-0422Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Aristidis G. VrahatisiD· 1 shared Sotiris K. TasoulisiD· 1 shared Vassilis P. PlagianakosiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Aristidis G. VrahatisORCID

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1 paper

Recent·Most cited

BioinformaticsInformationPeer-reviewedOct 28, 2020

Ensemble Classification through Random Projections for single-cell RNA-seq data

Aristidis G. Vrahatis, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos

The paper evaluates the MRPV algorithm for single-cell RNA-seq data, showing it provides a fast and effective classification method with high performance on high-dimensional datasets.

10 citations

scRNA-seqstatistical model

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