Author

James C. Bezdek

The University of MelbourneORCID 0000-0003-3901-7021Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Miloš R. PopovićiD· 1 shared Sara MahallatiiD· 1 shared Taufik A. ValianteiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Miloš R. PopovićORCID

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1 paper

Recent·Most cited

NeurosciencePLoS ONEPeer-reviewedNov 12, 2019

Cluster Tendency Assessment in Neuronal Spike Data

Sara Mahallati, James C. Bezdek, Miloš R. Popović, Taufik A. Valiante

The paper evaluates methods for estimating cluster structure in neuronal spike data and introduces iVAT for visualization without dimensionality reduction, showing t-SNE provides more reliable clustering results.

15 citations

electronic health recordsstatistical model

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