Author

Giorgos Borboudakis

University of CreteORCID 0000-0001-7355-8871Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Hartmut H. JuhliD· 1 shared Ioannis TsamardinosiD· 1 shared Jean Claude ZenkluseniD· 1 shared Kleanthi LakiotakiiD· 1 shared Paulos CharonyktakisiD· 1 shared Vincenzo LaganiiD· 1 shared Εkaterini ChatzakiiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Hartmut H. JuhlORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 4, 2020

Just Add Data: Automated Predictive Modeling and BioSignature Discovery

Ioannis Tsamardinos, Paulos Charonyktakis, Kleanthi Lakiotaki…·Vincenzo Lagani

The paper introduces JADBIO, an AutoML system for omics data that produces predictive models and biosignatures, showing it can overcome overfitting in high-dimensional, low-sample data.

30 citations

bulk RNA-seqmachine learning (classical)

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