Author

Mathew Titus

Oregon State UniversityORCID 0000-0001-5245-714XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

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George I. HagstromiD· 1 shared James R. WatsoniD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperBioinformatics

George I. HagstromORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedFeb 12, 2021

Unsupervised manifold learning of collective behavior

Mathew Titus, George I. Hagstrom, James R. Watson

This paper introduces an unsupervised method to detect and classify collective behavior in complex systems using diffusion maps and covariance analysis, applied to fish schooling data.

5 citations

statistical modelmatrix factorization

𝕏 PostBluesky