Author

James R. Watson

Oregon State UniversityORCID 0000-0001-8296-9015Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

James R. Watson1 paper

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

George I. HagstromiD· 1 shared Mathew TitusiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

George I. HagstromORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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.

PLoS Computational Biology · Feb 12, 2021Peer-reviewedBioinformatics