Author

David J. Marchette

Naval Surface Warfare CenterORCID 0000-0002-2732-0392Unclaimed 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:clustering· 1 Approach:statistical model· 1

Frequent Co-Authors

Carey E. PriebeiD· 1 shared Giorgio A. AscoliiD· 1 shared Joshua T VogelsteiniD· 1 shared Ketan MehtaiD· 1 shared Rebecca GoldiniD· 1 shared

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2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Carey E. PriebeORCID

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1 paper

Recent·Most cited

BioinformaticsNetwork NeurosciencePeer-reviewedApr 17, 2021

Neuronal Classification from Network Connectivity via Adjacency Spectral Embedding

Ketan Mehta, Rebecca Goldin, David J. Marchette…·Giorgio A. Ascoli

This paper introduces a method to classify neurons based on their connectivity using a stochastic block model and spectral embedding, achieving accurate clustering even with noise and edge swaps.

7 citations

statistical modelclustering

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