Author

Paulos Charonyktakis

ORCID 0000-0002-6899-4262Unclaimed 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

Giorgos BorboudakisiD· 1 shared Hartmut H. JuhliD· 1 shared Ioannis TsamardinosiD· 1 shared Jean Claude ZenkluseniD· 1 shared Kleanthi LakiotakiiD· 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

Giorgos BorboudakisORCID

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1 paper

Recent·Most cited

Just Add Data: Automated Predictive Modeling and BioSignature Discovery

Ioannis Tsamardinos, Paulos Charonyktakis, Kleanthi Lakiotaki, Giorgos Borboudakis, Jean Claude Zenklusen, Hartmut H. Juhl, Εkaterini Chatzaki, 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.

bioRxiv · May 4, 2020 · PreprintBioinformatics