Author

E. S. Newkirk

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Ecology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Organism:multiple species· 1

Frequent Co-Authors

D. W. Wolfson· 2 shared E. A. Odell· 2 shared J. C. Beasley· 2 shared J. Clune· 2 shared J. S. Ivan· 2 shared K. C. VerCauteren· 2 shared M. A. Tabak· 2 shared M. S. Norouzzadeh· 2 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

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

Curved chords = mutual co-authorship

2 shared papersEcology

D. W. Wolfson

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Improving the accessibility and transferability of machine learning algorithms for identification of animals in camera trap images: MLWIC2

M. A. Tabak, M. S. Norouzzadeh, D. W. Wolfson, E. J. Newton, R. K. Boughton, J. S. Ivan, E. A. Odell, E. S. Newkirk, R. Y. Conrey, J. Stenglein, F. Iannarilli, J. Erb, R. K. Brook, A. J. Davis, J. Lewis, , R. S. Miller

This paper develops two deep learning models for camera trap image classification, achieving high accuracy and transferability across locations, and provides an accessible R package for biologists.

bioRxiv · Mar 18, 2020Ecology

Machine learning to classify animal species in camera trap images: applications in ecology

M. A. Tabak, M. S. Norouzzadeh, D. W. Wolfson, S. J. Sweeney, K. C. VerCauteren, N. P. Snow, J. M. Halseth, P. A. Di Salvo, J. S. Lewis, M. D. White, B. Teton, J. C. Beasley, P. E. Schlichting, R. K. Boughton, B. Wight, , R. S. Miller

This paper trains a machine learning model to classify animal species in camera trap images, achieving high accuracy and providing an R package for ecological use.

bioRxiv · Jul 9, 2018Ecology