Author

Izzet Parug Duru

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Ahmet Ozturk· 1 shared Dincer Goksuluk· 1 shared Gokmen Zararsiz· 1 shared Selcuk Korkmaz· 1 shared Turgay Unver· 1 shared Vahap Eldem· 1 shared

Activity by Year

2014-2014 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Ahmet Ozturk

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1 paper

Recent·Most cited

Classification of RNA-Seq Data via Bagging Support Vector Machines

Gokmen Zararsiz, Dincer Goksuluk, Selcuk Korkmaz, Vahap Eldem, Izzet Parug Duru, Ahmet Ozturk, Turgay Unver

This paper introduces bagSVM, a machine learning method for RNA-Seq data classification, showing it performs well on overdispersed data after variance stabilizing transformation.

bioRxiv · Jul 28, 2014 · PreprintBioinformatics